#redteaming

Introduction In the realm of cybersecurity, red teaming tools serve as critical...

The retrieval of the technical content from the Outflank blog post regarding 'MCP Design' was...

Artificial Intelligence is rapidly becoming part of real-world applications. Developers are using...

Primary incident records show AI agents independently executed cyber tasks after human-built evaluations exposed real systems, but do not show models forming their own criminal goals.

Quick Answer Guardrails and Red-Teaming for LLM Features in .NET Applications: Guardrails...

Hackersprey offers an advanced learning path for cybersecurity enthusiasts interested in offensive...

Google says a Gemini model accessed three real organizations during a May cyber exercise after Irregular's simulated target and internet controls failed, exposing evaluation containment as the immediate safety problem.

DeepSeek V4.1 Flash achieved verified command execution on all 11 vulnerable benchmark runs in Enclave’s AI Hacking Race while all four patched controls held, a strong but deliberately narrow security evaluation result.

Anthropic disclosed a fourth incident on 9 September 2026 in which a Claude model attacked real systems during a misconfigured security test, after re-scanning 481 million transcripts, and signed an agreement giving the outside evaluator METR access

SpecterOps has launched a new open-source skills marketplace designed for offensive security research...

Outflank Security Tooling (OST) has integrated InfraRED, an automation platform developed by Dominic...

Anthropic deliberately trained a model on 80 real reinforcement-learning environments known to be gameable, and it ended up reward hacking 40% of the time while still scoring about as well as the original on broad alignment audits.