🤖 State of AI Cybersecurity

Analysis of 490 [un]prompted 2026 talk submissions: 71% concern agents, evals rose to 30%, prompt injection fell to 18%. Also, attacks increasingly target the agent harness.

#AI

🤖 Managing Agentic Security at Scale

Salesforce's two-track remediation model for AI-discovered vulnerabilities: a strategic track fixes shared architectural choke points, retiring findings in bulk; a tactical track closes validated multi-step exploit chains on adversary timelines.

https://www.salesforce.com/blog/managing-agentic-security-at-scale

#AI

🤖 Getting Agents to tell on themselves

Thinkst's Agent Provocateur is a Canary personality that exploits agent suggestibility. It greets scanning agents, engages them helpfully, and probes for username, MAC address, and SSH host-key fingerprint, raising alerts. Internal tests reported agents tripping it 100% of the time.

https://blog.thinkst.com/2026/09/getting-agents-to-tell-on-themselves.html

#AI

🤖 How the Claude Code team does code review

Claude Code's team automates most code review via pre-PR verification, AI and security reviewers that block merges, risk-tiered human approval, merge queues, feature flags, and fast rollback. Humans review risky code and architecture, minimizing time without raising reverts or incidents.

https://claude.dev/blog/solving-code-review-at-anthropic

#AI

🤖 Your AI agent fixed the bug, but what else did it change?

Trail of Bits released patching-bugs and regression-hunt, agent plugins for reproducing bugs, developing fixes, and detecting regressions via live PoCs. regression-hunt yields 25% fewer false positives than a baseline Codex prompt, but confidently reports fewer known regressions.

https://blog.trailofbits.com/2026/10/21/your-ai-agent-fixed-the-bug-but-what-else-did-it-change

#AI

Kube API не отвечает, LoadBalancer не пропускает трафик, DNS не резолвит, исходящие запросы не уходят. Причина обычно кроется на стыке облачной сети и кластера, и найти её без понимания всей цепочки сложно.

3 ноября в 12:00 Роман Ерема, разработчик в команде Managed Kubernetes MWS Cloud Platform, на практике покажет:
⏺️как взаимодействуют сеть облака, CNI и сеть Kubernetes
⏺️как работают SNAT и Source IP
⏺️когда нужен externalTrafficPolicy: Local и почему при нём может не проходить health check
⏺️как диагностировать проблемы на реальных кейсах (live-demo)

Все участники получат чек-лист для проверки доступности.

Полезно инженерам, разработчикам и специалистам по сетям и облачной инфраструктуре.

🗓 3 ноября в 12:00

Регистрируйтесь по ссылке

🤖 I Gave 14 LLMs AWS Keys. Here’s What They Wanted to Do Next

What models propose after a cloud compromise, and the detections we can build from it.

https://medium.com/@adan.alvarez/i-gave-14-llms-aws-keys-heres-what-they-wanted-to-do-next-48585761a11b

#AI

🔴 Introducing new scalable perimeter options with VPC Service Controls

Google Cloud added folder membership to VPC Service Controls perimeters, so contained projects inherit policy. Ingress/egress rules now accept folders, organizations, and Private Service Connect endpoints.

https://cloud.google.com/blog/products/identity-security/introducing-new-scalable-perimeter-options-with-vpc-service-controls

#gcp

🤖 AI in cyber security problems

NCSC chapter on AI in cyber security covers autonomous cyber defence, AI system security, and national-scale resilience. Agentic AI offers defenders scale but adds risks, as threat actors already use AI.

https://www.ncsc.gov.uk/collection/problem-book/ai-cyber

#AI