Abnormal Security's $250M Series D made behavioral-AI email defense the loudest category bet, and the AI-native SOC race has since pulled in Prophet Security, Dropzone AI, and Reach Security as Tier-1 alert-triage agents. Cyera and Skyflow attack the data-security-posture problem from opposite angles, classification versus runtime tokenization, while Wiz, Snyk, and Vectra AI push existing CNAPP, AppSec, and NDR product lines toward agent-driven detection. HiddenLayer and Lakera carve out model-and-prompt security specifically. Adaptive Security flips defense outward by training employees against AI-generated phishing, a workload that didn't exist before mid-2024 deepfake voice scams.
CATEGORY
Best for Cyber Defense AI Tools
99 tools compared · 2026
AI-native SOC agents, model-supply-chain scanners, and behavioral defenses against deepfake-era attacks
99 ai for cyber defense startups tracked, with the largest concentration in US. Total tracked funding: $9.4B.
Tracked
99
Total Raised
$9.4B
Countries
10
Active Deals
0
1 
Upwind IL $430M 2 
XBOW US $237M 3 
Noma Security IL $132M 4 
Snyk Boston, GB $1.3B 5 
WitnessAI Atherton, US $85.5M 6 
Torq Portland, US $332M 7 
Vega Security IL $185M 8 
Saviynt El Segundo, US $870M 9 
Oasis Security Tel Aviv, IL $195M 10 
Endor Labs Palo Alto, US $188M 11 
GitGuardian Paris, FR $106M 12 
Reality Defender New York, US $48M
Funding by year — AI for Cyber Defense
2019 → 2026Market overview
Key trends 2026
- AI-native SOCs replace Tier-1 analysts. Prophet, Dropzone, and Adaptive ship agents that close alerts without human triage.
- Prompt-injection gets its own product class. Lakera and HiddenLayer sell guardrails and red-teaming for the model layer.
- Identity-fraud meets deepfakes. Persona, Alloy, and Sardine retool KYC stacks to catch synthetic-media account-opening attacks.
Benchmarks vs global
Largest single round
$250M (Abnormal Series D)
vs traditional EDR rounds ↑
AI-SOC alerts auto-closed
60-80% (vendor-claimed)
vs ~10% pre-agent baseline ↑
Deepfake-phishing incidents YoY
3-5x growth
vs flat traditional phishing ↑
Top countries
By startup countStage breakdown
Latest round typeTop investors backing AI for Cyber Defense
See all →Y Combinator
15 deals
BV
Bessemer Venture Partners
10 deals
Accel
8 deals
T
Team8
7 deals
Menlo Ventures
7 deals
Insight Partners
7 deals
Khosla Ventures
7 deals
EE
Evolution Equity Partners
5 deals
FC
Foundation Capital
5 deals
PC
Picture Capital
5 deals
Lightspeed Venture Partners
4 deals
A
Addition
4 deals
FAQ
Frequently asked
What does AI-native SOC actually mean?
It means triage agents (Prophet Security, Dropzone AI) auto-investigate alerts end-to-end — pulling logs, correlating identities, drafting verdicts — instead of routing tickets to a human Tier-1 analyst. The SOC keeps Tier-2 and Tier-3 humans for escalations only.
Which AI cyber-defense startup has raised the most?
Abnormal Security leads our tracked set at $250M Series D, focused on behavioral AI for email and account takeover. Adjacent CNAPP leaders like Wiz are larger overall but sit primarily in cloud security rather than AI-defense-first.
Do I need a separate tool for AI/LLM security on top of CNAPP?
Most teams now run both. CNAPP (Wiz, Snyk) covers cloud and code. HiddenLayer and Lakera add model-supply-chain scanning, prompt-injection detection, and runtime guardrails for deployed LLM apps that traditional CNAPP tools don't yet inspect.
Recent rounds in AI for Cyber Defense
All rounds →| Date | Startup | Round | Amount |
|---|---|---|---|
| May 2026 | Exaforce | Series B | $125M |
| May 2026 | Frame Security | Seed | $50M |
| May 2026 | XBOW | Series C Extension | $35M |
| Apr 2026 | Artemis Security | Series A | $55M |
| Apr 2026 | Trent AI | Seed | $13M |
| Mar 2026 | Oasis Security | Series B | $120M |
| Mar 2026 | XBOW | Series C | $120M |
| Mar 2026 | RunSybil | Series A | $40M |
All AI for Cyber Defense startups
Page 1Upwind
Runtime-first cloud security platform
Raised
$430M
Stage
S-B
Noma Security
End-to-end security for agentic AI
Raised
$132M
Stage
S-B
XBOW
Autonomous offensive security AI
Raised
$237M
Stage
SERIES C EXTENSION
Snyk
The AI Security Fabric for securing code, models, and agents in the age of AI-driven development.
Raised
$1.3B
Stage
S-G
WitnessAI
AI safety and governance platform for the enterprise
Raised
$85.5M
Stage
STRATEGIC
Vega Security
AI-native security analytics mesh
Raised
$185M
Stage
S-B
Torq
Agentic AI platform for the autonomous SOC
Raised
$332M
Stage
S-D
Saviynt
AI-powered identity security for humans, machines, and AI agents
Raised
$870M
Stage
S-B
Oasis Security
Agentic access management to secure AI agents and non-human identities
Raised
$195M
Stage
S-B
GitGuardian
Secrets detection and non-human identity security platform
Raised
$106M
Stage
S-C
Endor Labs
AI-native application security platform for the AI-generated code era
Raised
$188M
Stage
S-A
Reality Defender
Real-time deepfake detection for enterprises, platforms, and governments
Raised
$48M
Stage
S-A
Doppel
Raised
$105M
Stage
S-C
Astrix Security
Identity security for AI agents and non-human identities
Raised
$70M
Stage
S-B
Cyberhaven
AI-powered data protection built on data lineage and behavioral analysis
Raised
$250M
Stage
S-D
Tenzai
Raised
$75M
Stage
Seed
Chainguard
PRIVATESecure, minimal container images for software and AI supply chains
Raised
$256M
Stage
S-C
Semgrep
PRIVATEAutonomous code security and static analysis for developers
Raised
$204M
Stage
S-D
Tines
The intelligent workflow platform to securely scale AI and automation, integrating agents, teams, and tools with speed and control.
Raised
$146.2M
Stage
S-B
Armadin
Autonomous AI red-teaming for the era of AI hyperattacks
Raised
$189.9M
Stage
S-A
OX Security
Active ASPM platform securing apps from AI-assisted code to runtime
Raised
$94M
Stage
Seed
Sentra
Cloud-native data security for the AI era
Raised
$105M
Stage
S-B
Sweet Security
Unified runtime CNAPP for cloud and AI security
Raised
$120M
Stage
S-B
Qevlar AI
Raised
$44M
Stage
Seed