AI Security Intelligence

Published benchmark scores from peer-reviewed research — 28 results across 3 categories. Plus 19 active bug bounty programs.

Model Security Leaderboard

Autonomous bug patching

SWE-bench Verified score — the industry standard for autonomous code repair. Models are given real GitHub issues with failing tests; score = % resolved with no human help.

Model
Score
1
81.0%
2
80.9%
3
80.8%
4
80.6%
5
79.6%
6
77.2%
7
76.2%
8
72.5%
9
71.7%
10
70.3%
11
63.8%
12
58.0%
13
57.0%
14
55.0%
15
54.6%
16
51.2%
17
49.5%
18
49.5%
19
48.9%
20
42.0%
21
41.3%
22
38.8%
All scores are from published peer-reviewed papers or official technical reports. Hover any score's source column to see the full citation. New results are added automatically every 6 hours as they are published.

Notable AI Security Discoveries

All security news →

Active Bug Bounty Programs

ProgramOrganizationPlatformAI PolicyMax PayoutScope
ImmunefiImmunefi (platform)ImmunefiAI Encouraged$10MDeFi protocols, smart contracts, Web3 bridges, DAO treasuries
Apple Security BountyAppleDirectNot Specified$1MiCloud, iOS, macOS, Safari, Apple silicon firmware
HackerOne ProgramsHackerOne (platform)HackerOneCase by Case$1M1,000+ programs across tech, finance, government, healthcare
Bugcrowd ProgramsBugcrowd (platform)BugcrowdCase by Case$500K1,000+ programs — tech, finance, automotive, healthcare
Meta Bug BountyMetaHackerOneAI Allowed$300KFacebook, Instagram, WhatsApp, Threads, Messenger, Meta Quest
Coinbase Bug BountyCoinbaseHackerOneAI Allowed$250KCoinbase.com, Coinbase Pro, Coinbase Wallet, exchange APIs
Microsoft Bug BountyMicrosoftDirectAI Allowed$250KAzure, Microsoft 365, Windows, Xbox, Edge, Bing
Google DeepMind AI SafetyGoogle DeepMindDirectAI Encouraged$250KGemini models, Google AI APIs, Vertex AI, AI Studio
Vulnerability Reward ProgramGoogleDirectAI Allowed$250KGoogle Search, Google Cloud, Android, Chrome, YouTube, Gmail
GitHub Security Bug BountyGitHub (Microsoft)HackerOneAI Allowed$100KGitHub.com, Actions, Packages, Codespaces, Copilot
OpenAI Bug BountyOpenAIBugcrowdCase by Case$100KChatGPT, API (GPT-4o, o3, o4), DALL-E, Sora, OpenAI.com
Shopify Bug BountyShopifyHackerOneAI Allowed$50KShopify.com, Admin, Partner API, Storefront API, POS
Anthropic Bug BountyAnthropicHackerOneCase by Case$50KClaude.ai, Anthropic API, Claude models
xAI Bug BountyxAIBugcrowdCase by Case$50KGrok models, grok.com, xAI API, X AI integrations
PayPal Bug BountyPayPalHackerOneAI Allowed$30KPayPal.com, Venmo, Braintree, PayPal Checkout APIs
Mistral AI Bug BountyMistral AIDirectAI Encouraged$25KMistral API, Le Chat, open-weight model deployments
Hack the PentagonUS Department of DefenseHackerOneCase by Case$25KDoD public-facing websites, military branches, DISA systems
Atlassian Bug BountyAtlassianBugcrowdAI Allowed$25KJira, Confluence, Bitbucket, Trello, Atlassian Cloud
Tesla Bug BountyTeslaBugcrowdNot Specified$15KTesla vehicles (OTA, infotainment), Tesla.com, mobile apps, energy products

AI tools policy reflects publicly stated program rules where available. Always read individual program scope before submitting. “AI Encouraged” means the program explicitly welcomes AI-assisted research.