Industry landscapes
Industry report

Funding and advertised pay are reported in USD; filed accounts retain their stated source currency and basis.

Exchange-rate basis

Indicative conversions use ECB reference rates dated 2026-09-14, applied consistently across all periods. They are not historical exchange rates. Indian rupees may use crore (1 crore = 10 million); other currencies use K, M and B. CSV downloads, source documents and quoted news headlines retain their original currencies.

THE ISRAEL EDITION 2026

Israel’s
cybersecurity industry,
in focus.

The companies, capital and talent shaping cybersecurity in Israel. Find the leaders. Understand the segments. See where the activity is.

Snapshot: Funding in USD
Illustrated cover for Cybersecurity Industry Landscape of Israel
IL
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

Cybersecurity illustration
MEET THE COMPANIES

Explore Israel’s cybersecurity leaders

24 featured companies from the funding, hiring, revenue and team-size leaderboards.

Expand panel +
Cybersecurity company highlights in Israel, snapshot 1 September 2026
Company
Cato Networkscatonetworks.com$1.16B7 roles800
Oostooosto.com$352M85
Torqtorq.io$330M125
Varonisvaronis.com$238.65M11 roles1,460Financial figure available in RadarView in Radar
Silverfortsilverfort.com$222.5M151
BioCatchbiocatch.com$213.1M4
Vegavega.io$185M
CHEQcheq.ai$171M268
Cognytecognyte.com7 roles58
AlgoSecalgosec.com5 roles82
Maverc Technologiesmaverc.com4 roles
SpartanXbongosecurity.com4 roles
Tufintufin.com4 roles522
Allotallot.com3 roles23
AU10TIXau10tix.com220
AccessiBeaccessibe.com180
ActiveFenceactivefence.com300
Argus Cyber Securityargus-sec.com6Financial figure available in RadarView in Radar
AudioCodesaudiocodes.com966
Cyeracyera.io104
Cyrencyren.com248Financial figure available in RadarView in Radar
Entro Securityentro.securityFinancial figure available in RadarView in Radar
Fortectfortect.com
Guardioguard.io55
24 featured companies

Locked revenue figures are available in Radar; the eight company financial previews stay the same throughout this page. A dash means the figure is outside these featured lists. Revenue years vary by company; the figures are not a like-for-like revenue comparison. Compare annual accounts ↗

Company discovery

Recorded evidence only
THE KEY SIGNALS

Cybersecurity industry KPIs in Israel

A few useful ratios bring the size of this ecosystem into perspective.

1 September 2026
Hiring participation5.6%

35 of 627 tracked companies have open roles.

Funding participation45.1%

283 of 627 tracked companies have a recorded round.

Top 3 funding share19.7%

Share of disclosed capital received by the three largest recorded recipients.

Median disclosed round$10M

Midpoint of 432 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 19.7% of disclosed capital, while 54.9% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How Israel cybersecurity has grown

Recorded company formation and disclosed funding across the complete annual series shown.

Expand panel +
2016 — 2025

Disclosed funding by year

Sum of recorded funding rounds · USD

Israel cybersecurity
$0$502.39M$1B$1.51B$2.01B2016: $247.82M20162017: $185.9M20172018: $523.93M20182019: $443.22M20192020: $983.09M20202021: $1.76B20212022: $1.4B20222023: $772M20232024: $673.59M20242025: $1.31B2025
View the numbers
Annual cybersecurity funding and company formation in Israel
YearFunding (USD)FoundedRaising
2016$247.82M5427
2017$185.9M3128
2018$523.93M4543
2019$443.22M3738
2020$983.09M5440
2021$1.76B4258
2022$1.4B3456
2023$772M1431
2024$673.59M1427
2025$1.31B527
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Cato Networks12.4%
  • Oosto3.8%
  • Torq3.5%
  • Other companies80.3%

Funding by stage

506 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel171 33.8%
Series A–B249 49.2%
Series C+ / PE40 7.9%
Grants, debt & other46 9.1%

Recent recorded rounds

Latest recorded rounds · USD
7 rounds

Swipe or scroll horizontally to browse.

Series C03/2026
Bold $40M

Backed by Red Dot Capital Partners and Bessemer Venture Partners and others.

Series A03/2026
Native $31M

Backed by Ballistic Ventures and YL Ventures and others.

Series A03/2026
Reclaim $20M

Backed by Acrew Capital and Ibex Investors and others.

Seed03/2026
Onit $11M

Backed by Hetz Ventures and Brightmind.

Seed03/2026
Huskeys $8M

Backed by 10D and toDay Ventures and others.

Seed03/2026
Enclave $6M

Backed by 8VC and Patrick Collison and others.

Largest and notable recorded rounds

Each card is one recorded round
10 cards

Swipe or scroll horizontally to browse.

Series C07/2021
Oostooosto.com$235M

Backed by Eldridge Industries and SoftBank Vision Fund and others.

Series C02/2022
CHEQcheq.ai$150M

Backed by Tiger Global Management and Battery Ventures and others.

Series D01/2026
Torqtorq.io$140M

Backed by Merlin Ventures and Evolution Equity Partners and others.

Series B02/2026
Vegavega.io$120M

Backed by Accel and Cyberstarts and others.

THE BUSINESS BEHIND THE ACTIVITY

Revenue, profitability & financial strength

Expand panel +

Annual accounts availability

No reviewed exact national-ID connector has yet been qualified for Israel; this is a checked implementation boundary, not evidence that filings are absent.; No reviewed exact national-ID connector has yet been qualified for Israel; this is a checked implementation boundary, not evidence that filings are absent.

DIGITAL FOOTPRINT

Web traffic, app reach and release cadence

How the Israel companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.

Busiest websites

12 of the 627 companies on this page carry a measured traffic record (1.9%); these are the largest of those, by monthly visits. The median among them is 176,001 visits.

Visits and authority are third-party web estimates, not company-reported figures.

Most-installed apps

44 of these companies (7%) publish at least one Android app — 57 apps in all, carrying 24.7M installs between them.

Installs are lifetime totals to date at the June 2026 store reading — a measure of reach, not of people using an app today.

App reach by segment

The busiest app inside each of this page’s own segments, with the quarterly release trend behind it (2023Q2–2026Q1).

SegmentAppsInstallsLeading appRelease trend
Cybersecurity5724.7MUrban VPN proxy Unblocker 13.9M
Enterprise Collaboration33MSpike: AI Email & Team Chat 3M
Adtech31.6MAd blocker browser for Android 1.6M
Network Security2174.3KRimon Mobile 166K
Enterprise Networking447.4KCato Client 46.4K
Regtech115.8KAu10tix 2.6K
Internet Of Things Infrastructure45.1KCyberUp 2.9K
Connected Vehicles35KAyalon Cyber Living 1.7K

A company can carry several segment tags, so these rows overlap and should not be added together. Trend lines are zero-based and share one quarter grid, so a flat line is a quiet segment, not a missing one.

Release cadence by quarter

New apps published, beside apps whose most recent update landed in that quarter — the second bar is how much of the shelf is still being maintained.

2022Q4: 22022Q4: 02022Q42023Q1: 22023Q1: 02023Q12023Q2: 62023Q2: 02023Q22023Q3: 12023Q3: 02023Q32024Q1: 12024Q1: 12024Q12024Q2: 52024Q2: 32024Q22024Q3: 32024Q3: 02024Q32025Q1: 12025Q1: 22025Q12025Q2: 12025Q2: 22025Q22025Q3: 52025Q3: 92025Q32025Q4: 12025Q4: 42025Q42026Q1: 12026Q1: 72026Q1

Darker bars are new releases, lighter bars apps updated. 54 of 57 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.

INSIDE THE INDUSTRY

The Israel cybersecurity market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Enterprise tech543
Enterprise software462
Saas256
Deep tech64
Fintech62
Biometric access control44
Facial recognition software42
Consumer digital41
Native ai in software development36
Artificial intelligence36
Native ai in cybersecurity36
Industry 4.035

Companies can sit in several segments. Counts and funding overlap.

SEGMENT TO EXPLORE

Enterprise tech

The largest measured segment in this report snapshot.

543companies
5.9%have hiring activity

32 companies hiring · $9.09B disclosed funding

Explore in Radar

How companies make money

Common revenue models; a company can use more than one.

Subscription562
Fee-for-service44
Commission on transaction22
Advertising19
E-commerce - service15
E-commerce - product11
Physical commerce8
Affiliate marketing2
THE COMPANIES IN MOTION

Who is listing, hiring leaders, launching and winning work

Recorded corporate activity linked to companies in this landscape.

Expand panel +
Recent corporate headlines 10 dated reports
Mergers & acquisitionssilverfort.com ↗

Silverfort announced that it has acquired Fabrix Security.

Mergers & acquisitionslayerxsecurity.com ↗

LayerX announced it has acquired AgenticSec, a provider of LLM application security testing software, in a tech M&A deal aimed at expanding cybersecurity capabilities.

Mergers & acquisitionsenquantum.io ↗

Reliance Global Group, Inc. (Nasdaq: EZRA ) (“we,” “us,” “our,” the “Company” or “Reliance”) today announced it has increased its ownership in Enquantum Ltd.

Mergers & acquisitionscyera.io ↗

Cyera, the leading AI security platform, has acquired Ryft, an innovative Israeli data lake startup, to enhance its capabilities in agentic AI security.

Funding roundszeronetworks.com ↗

Zero Networks has raised about $100 million in funding, including $20 million in December 2023 and $55 million in June.

Mergers & acquisitionsastrix.security ↗

Cisco is looking to buy the Israeli cybersecurity startup for up to $350 million.

Mergers & acquisitionssavvy.security ↗

The acquisition will enable Trashie to provide customers with a “more intuitive” experience throughout their circularity journey, from choosing items to donate to finding future purchases.

Mergers & acquisitionsvaronis.com ↗

Varonis Systems has acquired AllTrue.ai for its AI trust, risk, and security management (TRiSM) solutions. The deal has been valued at $150 million.

Mergers & acquisitions1touch.io ↗

Everpure (formerly Pure Storage) acquired data security and intelligence software maker 1touch.io to expand beyond storage into advanced data governance and protection services.

Mergers & acquisitionsargon.io ↗

Ardian reinvesting a minority stake in Argon

Full recorded event mix

Top 10 categories among 459 recorded events in the 24-month window.

Earnings
98
Leadership moves
87
Funding rounds
70
Mergers & acquisitions
68
Company announcements
39
New products
25
Contracts
20
Capital infusions
16
Lawsuit
15
Board Updates
4
7 activity cards

Swipe or scroll horizontally to browse.

Leadership moves

26 tracked people moves

AU10TIX ↗
Carol Grunberg

Appointment Chief Partnerships Officer (U.S.)

AU10TIX ↗
Mollie Benoni

Appointment General Manager & VP, Business Development (U.S.)

AU10TIX ↗
Michael Harriss

Appointment Chief Revenue Officer (U.K.)

Silverfort ↗
Joseph Schramm

Appointment Vice President of Global Channel

CloudWize ↗
Tim Mercer

Appointment Chief Commercial Officer

CloudWize ↗
Katie Mallinsonm

Appointment Chief Marketing Officer

Tufin ↗
Dan Hatch

Promotion Senior Vice President of Global Sales

Cyera ↗
Brandon Sweeney

Appointment President

Product launches

Products, platforms and features in the recorded window

Tufin ↗
TufinAI Assistant Device Search

Network Security

Tufin ↗
TufinAI Executive Dashboard

Security Operations

Backslash ↗
Edges 2026 report

Radiflow ↗
Service Graph Connector

Product

Portnox ↗
Global Channel Partner Program

Channel Partner Program

Radiflow ↗
Radiflow360

Platform

Workforce actions

1 companies with reported reductions

OTORIO ↗

Scale not stated roles

Regulatory events

1 recorded events

Mobilicom ↗

Conditional Approval grantedFCC

Litigation

9 tracked suits

Company
purchasers of Varonis Systems, Inc. v varonis systems

alleged securities laws violationsSecurities Fraud · Filed

Company
An investor v varonis systems

Federal Securities Laws violationCivil · Filed

Earnings pulse

Reported company results in the recorded window.

13companies
100period observations
10.7%median reported growth

Median across 64 reported growth observations; companies may contribute multiple periods.

Mergers and acquisitions

Company-linked deal reports; status is preserved as recorded.

Acquirer → targetStatusDateValue / context
SilverfortFabrix SecurityAnnounced2026-05-01Not stated in snapshot
LayerXAgenticSecAnnounced2026-04-28Not stated in snapshot
reliance global groupEnquantum ↗Announced2026-04-28Not stated in snapshot
CyeraryftAnnounced2026-04-23Not stated in snapshot
cisco systemsAstrix ↗Rumored2026-04-13Not stated in snapshot
Cato NetworksAim Security2026-04-13Not stated in snapshot

A discussion or rumour is not a completed transaction. An unstated value is not zero.

PEOPLE & OPPORTUNITY

The talent market

0 postings in the preceding 12 months. The full 1-posting snapshot covers 1 employers.

Expand panel +

Most advertised job titles

Cybersecurity Recruitment Consultant Haifa1
0 internship postings

0 tracked postings mention remote work.

THE PEOPLE BUILDING THE FIELD

Founders and leaders

510 founders and chief executives across 327 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

147 profiles with education records.

Tel Aviv University
91
Technion Israel Institute Technology
21
Technion - Israel Institute of Technology
17
Bar-Ilan University
12
The Hebrew University of Jerusalem
10
University of Haifa
4
Ben-Gurion University of The Negev
3
University of Pennsylvania
2

Prior employers

26 profiles with prior-work records.

Microsoft
13
Intel
3
Google
3
Cisco
3
Salesforce
2
Paypal
1
Boston Consulting Group
1

Profiles cover recorded founders and leaders; contact details remain in Radar.

NEWS INTELLIGENCE

How this industry appears in the news

337,076 articles in the measured 12-month window.

Expand panel +
337,076articles in the measured year
104,758articles in 2026Q1
21.5%positive tone in the latest complete year

News volume trends

Cybersecurity coverage across Israel · articles per complete quarter

044,74889,496134,244178,9922021Q2: 36,6452021Q22021Q3: 26,2072021Q4: 23,0112022Q1: 23,7612022Q2: 22,2062022Q22022Q3: 21,9972022Q4: 24,0002023Q1: 27,2852023Q2: 26,1322023Q22023Q3: 25,6472023Q4: 155,6452024Q1: 89,4972024Q2: 94,2052024Q22024Q3: 75,1012024Q4: 87,2192025Q1: 73,9022025Q2: 82,7762025Q22025Q3: 76,3682025Q4: 45,6522026Q1: 104,7582026Q1
View quarterly article counts
QuarterArticles
2021Q236,645
2021Q326,207
2021Q423,011
2022Q123,761
2022Q222,206
2022Q321,997
2022Q424,000
2023Q127,285
2023Q226,132
2023Q325,647
2023Q4155,645
2024Q189,497
2024Q294,205
2024Q375,101
2024Q487,219
2025Q173,902
2025Q282,776
2025Q376,368
2025Q445,652
2026Q1104,758

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
37,663 positive · 1,898 neutral · 50,967 negative
2022
43,938 positive · 2,133 neutral · 45,770 negative
2023
59,632 positive · 4,025 neutral · 170,617 negative
2024
67,678 positive · 5,494 neutral · 272,312 negative
2025
59,919 positive · 4,886 neutral · 213,454 negative

Leading coverage topics

Cybersecurity coverage across Israel · ranked by full-period article count.

International Political Relations111,209 articles in the full recorded period
49,543 recent · 27,384 prior
Security And Defense Policies65,913 articles in the full recorded period
35,189 recent · 14,094 prior
Human Rights Advocacy Reports43,016 articles in the full recorded period
12,771 recent · 13,550 prior
Naval And Aerial Combat Operations37,531 articles in the full recorded period
14,935 recent · 9,437 prior
International Relations And Diplomacy35,188 articles in the full recorded period
16,676 recent · 7,472 prior
Military Technology Advancements30,559 articles in the full recorded period
16,479 recent · 5,193 prior
Non Combatant Casualties And Collateral Damage26,700 articles in the full recorded period
7,460 recent · 7,828 prior
Genocide And Ethnic Cleansing26,526 articles in the full recorded period
7,711 recent · 6,615 prior
Political Asylum And Refugee Policies26,446 articles in the full recorded period
8,373 recent · 8,985 prior
Cybersecurity And Cyber Warfare26,096 articles in the full recorded period
14,779 recent · 4,234 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

Cybersecurity coverage across Israel

KeywordRecentPriorChange
diplomatic strategies5,8802,760113%
national security strategy5,7821,415309%
foreign policy analysis5,3302,315130%
multilateral diplomacy4,3551,704156%
geopolitical alliances4,3452,31488%
diplomatic engagements3,3161,227170%
nuclear proliferation3,275608439%
oil price volatility2,7961,341109%
humanitarian corridors1,9211,32845%
diplomatic protocol1,884785140%
ceasefire violations1,9053,733-49%
hostage negotiations1,0192,619-61%
school bombings1,1371,813-37%
campus police2841,395-80%
campus safety2981,365-78%

Event and signal lenses

Cybersecurity coverage across Israel

All complete annual cohorts shown
Rising

Regulatory Risk

379,696 classified articles

aerial bombardments, accidental bombings, diplomatic strategies

81.0% critical · 9.3% positive
Rising

Funding Momentum

43,108 classified articles

higher education funding, school funding battles, currency intervention policies

67.0% critical · 26.7% positive
Rising

Growth

40,631 classified articles

earnings report, oil price volatility, quarterly financials

44.9% critical · 38.9% positive

Cybersecurity coverage across Israel. Topic labels describe recorded classifications and can include broad context.

RESEARCH SIGNALS

What Cybersecurity research is working on

41,368 papers in the recorded worldwide scope.

Expand panel +
41,368papers
41,368worldwide comparison pool
India-affiliated papers

Research orientation

Promising
15,080
Breakthrough
11,781
Problem-identifying
6,534
Descriptive
5,229
Comparative
1,640
Cautionary
957
Critical
147

Contribution mix

Methods-led
27,319
Empirical
6,868
Reviews
4,217
Position pieces
2,377
Theoretical
587

Tone counts: 34,043 positive · 2,274 neutral · 5,051 negative.

Common problems researchers identify
6,681 papers · 16.2% of this field
  • Computer security2,863 papers
  • Network security2,066 papers
  • Intrusion detection system924 papers
  • Denial-of-service attack470 papers
  • Information security454 papers
  • Security service450 papers
  • Firewall355 papers
  • Network Access Control348 papers

Landmark: A Deep Learning Approach for Network Intrusion Detection System

Cautions
957 papers · 2.3% of this field
  • Computer security192 papers
  • Network security174 papers
  • Intrusion detection system161 papers
  • Network packet79 papers
  • Denial-of-service attack79 papers
  • Malware64 papers
  • Exploit60 papers
  • Firewall57 papers

Landmark: On the effectiveness of machine and deep learning for cyber security

Opportunities
26,861 papers · 64.9% of this field
  • Intrusion detection system8,441 papers
  • Network security6,168 papers
  • Computer security4,770 papers
  • Denial-of-service attack2,618 papers
  • Network packet2,161 papers
  • Anomaly detection2,006 papers
  • Computer network1,660 papers
  • Scalability1,479 papers

Landmark: N-BaIoT—Network-Based Detection of IoT Botnet Attacks Using Deep Autoencoders

Leading institutions

Beijing University of Posts and Telecommunications
3,267
Georgia Institute of Technology
2,489
University of Illinois Urbana-Champaign
2,012
King Abdulaziz University
1,969
Centre National de la Recherche Scientifique
1,886
Xidian University
1,577

Leading researchers

Guofei Gu
2,224
Tansu Alpcan
1,560
Roberto Perdisci
1,533
Quamar Niyaz
1,458
Weiqing Sun
1,439
Wenke Lee
1,421
Ahmad Y. Javaid
1,413
Nick Feamster
1,346

Highly cited breakthrough-labelled papers

  • N-BaIoT—Network-Based Detection of IoT Botnet Attacks Using Deep Autoencoders1,284 citations
  • BotMiner: clustering analysis of network traffic for protocol- and structure-independent botnet detection1,021 citations
  • Intrusion Detection System Using Deep Neural Network for In-Vehicle Network Security653 citations
  • Building an Intrusion Detection System Using a Filter-Based Feature Selection Algorithm619 citations
  • ZMap: fast internet-wide scanning and its security applications582 citations

Common problems researchers identify

6,106 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Wireless Network Security GapsCommon problems researchers identify · 01

Wireless Network Security Gaps

1,543 papers

25.7% of this theme group

Researchers highlight weaknesses and attacks targeting wireless communication protocols and infrastructure.

Computer security (450) · Wireless network (133) · Network security (396) · Computer network (159)

The Analysis of Wireless Network Security Protocol and Solution

Security in wireless networks

View research history
YearShare index
20221303.1
20231236.3
20241017.8
2025722.3
Malware and Exploit VulnerabilitiesCommon problems researchers identify · 02

Malware and Exploit Vulnerabilities

1,361 papers

22.7% of this theme group

Papers discuss persistent malware threats, exploit techniques, and challenges in protecting host and network assets.

Computer security (520) · Malware (128) · Network security (429) · Exploit (110)

Penetration Testing: A Roadmap to Network Security

An Improved Model for Analysis of Host Network Vulnerability

View research history
YearShare index
2022622.4
2023628.1
2024491.0
2025653.2
Network Policy and Access Control IssuesCommon problems researchers identify · 03

Network Policy and Access Control Issues

1,358 papers

22.6% of this theme group

Works examine flaws in security policies, access control mechanisms, and overall network protection strategies.

Computer security (1,117) · Network security (935) · Network security policy (242) · Network Access Control (232)

Research on Security Issues and Protection Strategy of Computer Network

Analysis on the Situation and Protection of Computer Network Information Security

View research history
YearShare index
2022232.7
2023252.6
2024226.3
2025287.2
Intrusion Detection and Prevention GapsCommon problems researchers identify · 04

Intrusion Detection and Prevention Gaps

788 papers

13.1% of this theme group

Studies focus on shortcomings of IDS/IPS technologies and the difficulty of spotting anomalous activity.

Intrusion detection system (751) · Intrusion prevention system (138) · Intrusion (160) · Anomaly-based intrusion detection system (95)

An In-Depth Analysis of Network Security: Intrusion Detection and Prevention Systems

Application of Intrusion Detection Technology in Network Security

View research history
YearShare index
2022204.7
2023223.9
2024224.0
2025387.5
Distributed Denial‑of‑Service ThreatsCommon problems researchers identify · 05

Distributed Denial‑of‑Service Threats

394 papers

6.6% of this theme group

Research points to persistent DDoS attacks, especially at the application layer, and their impact on services.

Denial-of-service attack (375) · Application layer DDoS attack (76) · Trinoo (54) · Computer security (161)

A Review on Distributed Denial of Service Attack

Detection and Analysis of Distributed Denial of Service attack on Software Defined Network

View research history
YearShare index
2022141.9
2023134.8
2024109.6
2025144.1
Campus Network Security WeaknessesCommon problems researchers identify · 06

Campus Network Security Weaknesses

361 papers

6.0% of this theme group

Analyses reveal specific vulnerabilities and policy gaps within university and campus network environments.

Campus network (171) · Computer security (279) · Network security (254) · Network security policy (77)

The problems in campus network information security and its solutions

Research on Network Security of Campus Network

View research history
YearShare index
2022231.0
2023249.2
2024224.6
2025283.2
Historical and Geopolitical Security ContextsCommon problems researchers identify · 07

Historical and Geopolitical Security Contexts

195 papers

3.2% of this theme group

Papers explore security considerations linked to historical regions and long‑term geopolitical factors.

Computer security (148) · History (17) · Peninsula (9) · Ancient history (9)

DMZ 평화적 이용 방안 연구

DMZ의 지속가능한 평화적 이용과 발전 방안

View research history
YearShare index
2022144.1
2023133.2
2024125.7
202572.5

Cautions

844 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Foundations of Network SecurityCautions · 01

Foundations of Network Security

179 papers

21.2% of this theme group

Authors urge careful design of basic security models and infrastructure before advanced solutions are deployed.

Computer security (97) · Network security (84) · Computer network (36) · Network Access Control (18)

Introduction to Computer and Network Security

Research on network information security model and system construction

View research history
YearShare index
20221291.3
20231227.9
20241012.0
2025713.2
IoT Encryption and Authentication RisksCautions · 02

IoT Encryption and Authentication Risks

150 papers

17.8% of this theme group

Works caution about weak encryption and authentication practices that expose Internet‑of‑Things devices to attacks.

Encryption (21) · Cryptography (14) · Authentication (15) · Internet of Things (14)

Enhancing Routing Security in IoT: Performance Evaluation of RPL’s Secure Mode Under Attacks

A Security Vulnerability Analysisof Internet Protocol Cameras

View research history
YearShare index
20221085.2
20231064.5
2024914.8
20251312.1
Privacy and DNS Manipulation ConcernsCautions · 03

Privacy and DNS Manipulation Concerns

129 papers

15.3% of this theme group

Research highlights how anonymity mechanisms and DNS traffic can be exploited to undermine network privacy.

Anonymity (17) · Domain Name System (10) · Encryption (18) · Private network (8)

STING: A Stealthy Backdoor Attack on GNN-Based Malicious Domain Detection via DNS Perturbations

ANALYZING DNS TRAFFIC FOR ENHANCED NETWORK SECURITY AND PERFORMANCE

View research history
YearShare index
2022825.9
2023808.9
2024594.3
2025794.1
Machine‑Learning IDS ReliabilityCautions · 04

Machine‑Learning IDS Reliability

126 papers

14.9% of this theme group

Studies warn that reliance on ML for intrusion detection may introduce new false‑positive and robustness issues.

Intrusion detection system (119) · Intrusion (17) · Anomaly-based intrusion detection system (15) · Intrusion prevention system (14)

A Comprehensive Study on Machine Learning Algorithms for Intrusion Detection System

<b>Network Intrusion Detection Enhancement Using Machine Learning: A Systematic Literature Review</b>

View research history
YearShare index
2022204.6
2023223.9
2024223.9
2025387.7
Malware, Botnets, and Honeypot LimitationsCautions · 05

Malware, Botnets, and Honeypot Limitations

114 papers

13.5% of this theme group

Papers discuss the challenges of detecting sophisticated malware and botnet activity, even with deception tools.

Malware (28) · Honeypot (14) · Botnet (13) · Compromise (7)

Analysis of Reversible Network Covert Channels

Peer-to-Peer botnets: Analysis and defense

View research history
YearShare index
2022244.5
2023243.6
2024241.4
2025323.4
Application‑Layer DDoS Detection ChallengesCautions · 06

Application‑Layer DDoS Detection Challenges

76 papers

9.0% of this theme group

Works caution that detecting and mitigating high‑volume application attacks remains difficult despite new techniques.

Denial-of-service attack (65) · Application layer DDoS attack (12) · Spoofing attack (13) · Computer security (23)

DDoS Attacks on Software Defined Network: Challenges and Issues

DDoSDet: An approach to Detect DDoS attacks using Neural Networks

View research history
YearShare index
2022187.9
2023180.9
2024144.9
2025186.4
Adversarial Machine‑Learning ThreatsCautions · 07

Adversarial Machine‑Learning Threats

70 papers

8.3% of this theme group

Research points to the risk of adversarial attacks that can fool anomaly‑detection and learning systems.

Adversarial system (17) · Adversarial machine learning (7) · Transformative learning (5) · Anomaly detection (11)

Artificial intelligence in network security: Enhancing protection against cyber threats

The Impact of Artificial Intelligence in Finding Network Vulnerabilities

View research history
YearShare index
2022130.9
2023160.8
2024160.6
2025243.9

Opportunities

24,461 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Advanced Authentication and CryptographyOpportunities · 01

Advanced Authentication and Cryptography

1,401 papers

23.4% of this theme group

Opportunities focus on stronger authentication schemes, cryptographic protocols, and firewall integrations for resilient networks.

Authentication (142) · Cryptography (104) · Firewall (165) · Computer network (187)

<i>MLSNet:</i> A Policy Complying Multilevel Security Framework for Software Defined Networking

Analisis Keamanan Protokol Secure Socket Layer (SSL) Terhadap Proses\n Sniffing di Jaringan

View research history
YearShare index
2022615.8
2023601.8
2024532.3
2025824.2
Feature‑Rich Intrusion Detection SystemsOpportunities · 02

Feature‑Rich Intrusion Detection Systems

1,291 papers

21.5% of this theme group

Papers explore data‑mining and feature‑selection methods to boost the effectiveness of intrusion detection.

Intrusion detection system (1,254) · Intrusion (120) · Feature selection (123) · Data mining (180)

Review: Machine Learning-Based Network Intrusion Detection System for Enhanced Cyber-security

An Automated Intrusion Detection and Prevention Model for Enhanced Network Security and Threat Assessment

View research history
YearShare index
2022226.6
2023249.8
2024244.3
2025422.6
Security Information and Event ManagementOpportunities · 03

Security Information and Event Management

1,084 papers

18.1% of this theme group

Research promotes unified models for assessing, predicting, and managing security events across complex networks.

Network security (713) · Computer security (520) · Computer security model (93) · Security information and event management (68)

Research on Network Security Situation Assessment and Prediction

A Network Security Evaluation Model based on Common Criteria

View research history
YearShare index
2022282.7
2023303.3
2024271.7
2025364.5
Malware and Botnet Traffic AnalyticsOpportunities · 04

Malware and Botnet Traffic Analytics

1,009 papers

16.8% of this theme group

Works investigate profiling and machine‑learning techniques to identify malicious traffic and botnet behavior.

Malware (156) · Botnet (108) · Network security (232) · Network packet (104)

Entropy-based profiling of network traffic for detection of security attack

Network Security Threat Detection: Leveraging Machine Learning Algorithms for Effective Prediction

View research history
YearShare index
2022423.1
2023440.1
2024434.8
2025569.5
Anomaly‑Based Detection InnovationsOpportunities · 05

Anomaly‑Based Detection Innovations

565 papers

9.4% of this theme group

Studies highlight novel anomaly detection algorithms that improve detection of unknown threats.

Anomaly detection (392) · Anomaly-based intrusion detection system (198) · Intrusion detection system (379) · Anomaly (65)

Machine learning based network intrusion detection

Network Intrusion Detection System Using Anomaly Detection Techniques

View research history
YearShare index
2022245.0
2023273.5
2024288.9
2025500.6
Machine‑Learning DDoS MitigationOpportunities · 06

Machine‑Learning DDoS Mitigation

444 papers

7.4% of this theme group

Papers present deep‑learning approaches for early detection and mitigation of flooding attacks.

Denial-of-service attack (423) · Application layer DDoS attack (105) · Trinoo (42) · Network packet (94)

Towards Detecting Flooding DDOS Attacks Over Software Defined Networks Using Machine Learning Techniques

Detection of Distributed Denial of Service (DDoS) Cyber Attacks through Deep Learning Neural Network

View research history
YearShare index
2022141.9
2023134.8
2024109.6
2025144.1
Honeypot and Deception TechnologiesOpportunities · 07

Honeypot and Deception Technologies

206 papers

3.4% of this theme group

Research showcases modern honeypot deployments to lure attackers and gather actionable intelligence.

Honeypot (203) · Computer security (106) · Deception (19) · Network security (79)

Implementation of a modern security systems honeypot Honey Network on wireless networks

Application of Honeypot Technology in Network Intrusion Detection System

View research history
YearShare index
2022237.5
2023265.0
2024249.9
2025316.7

How this field compares with the research baseline

Orientation shares compared with 25,000 papers in the reference sample.

Research orientationThis fieldReference sample
Promising36.5%37.7%
Breakthrough28.5%26.3%
Problem-identifying15.8%9.4%
Descriptive12.6%17.4%
Comparative4.0%3.7%
Cautionary2.3%4.5%
Critical0.4%1.0%

Concerns receiving less research attention

Counts and shares refer to the stated research pool. A low count describes how much of that research is recorded here, not the absence of a real-world concern.

Concern / example paperPapersShareRaised as a problemWorldwide share
Privacy & surveillanceFolk models of home computer security1,2613.39%540 (42.8%)3.39%
Safety & misuseAdversarial Examples Against the Deep Learning Based Network Intrusion Detection Systems3721.0%42 (11.3%)1.0%
Energy & datacenter footprintAI-Driven Green Computing for 6G Network: Improve User Experience and Security130.03%1 (7.7%)0.03%
Concentration of compute powerBuild the "Firewall" of University Network Ideology Security under the 5G Trend70.02%5 (71.4%)0.02%
Bias & fairnessApplication fairness in software defined networking40.01%1 (25.0%)0.01%
Hardware, e-waste & supply chainCryptographic Revolution™: The DARK HARVEST GHOST IN THE CODE: A 2017 Architectural Directive on System-Level Resiliency10.0%0 (0.0%)0.0%
Water use00.0%0 (%)0.0%
Carbon & emissions of compute00.0%0 (%)0.0%
Labour & data work00.0%0 (%)0.0%

Institution and researcher rankings use citations to their covered work. Research scope: worldwide. This may be broader than the company geography.

INNOVATION SIGNALS

Who files Cybersecurity patents in Israel

Published patent filings in the recorded source window.

Expand panel +
7,137filings 2016–2025
4,167assignees
858peak annual filings

Filing momentum

02474937409872016: 46620162017: 5262018: 55820182019: 6802020: 83920202021: 8582022: 80720222023: 8362024: 82520242025: 7422025

Who files the most

IBM
395
Sandisk IL
292
Mellanox
230
Cyberark Software
229
Aurora LABS
206
Intel
190
Biocatch
160
HIGH SEC LABS
146
GEOGRAPHIC FOOTPRINT

Where companies are based

Company counts, hiring and disclosed funding across the recorded hubs.

Expand panel +
8 cards

Swipe or scroll horizontally to browse.

UNDERSTAND THE LANDSCAPE

Cybersecurity in Israel: key questions

Clear definitions for making better comparisons.

What does this landscape measure?

It measures the tracked company ecosystem, recorded funding, hiring and other available evidence. It is not a market-size estimate.

Can segment counts be added together?

No. A company can belong to several segments, so segment counts and funding can overlap.

What does a missing figure mean?

A dash or unavailable panel means the current reviewed source snapshot does not support that figure.

Company ecosystem snapshot: 1 September 2026. Funding is recorded in USD; filed accounts retain their stated currency and reporting basis. Each section identifies its own coverage. The news and research behind these sections is explorable in Prism.

Canonical landscape ↗
Coming soon