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White papers

Research-backed thinking for the future of offensive security.

Explore in-depth reports on autonomous offensive security, API exposure, application risk, and how defenders can validate what is actually exploitable before adversaries do.

White papers

Research-backed thinking for the future of offensive security.

Explore in-depth reports on autonomous offensive security, API exposure, application risk, and how defenders can validate what is actually exploitable before adversaries do.

White papers

Research-backed thinking for the future of offensive security.

Explore in-depth reports on autonomous offensive security, API exposure, application risk, and how defenders can validate what is actually exploitable before adversaries do.

Javelin Research paper on the self evolving model

Javelin: Self-Play and Adversarial Co-Evolution in Multi-Agent Offensive Security Systems

Ares is a proprietary framework from Assail, Inc. that applies self-evolving agent architectures to autonomous red teaming, pitting an Adversary Simulator against a Breacher that learns to exploit increasingly sophisticated challenges. Built on a co-evolutionary design, Ares focuses primarily on API red teaming across REST, GraphQL, and gRPC services.

Javelin Research paper on the self evolving model

Javelin: Self-Play and Adversarial Co-Evolution in Multi-Agent Offensive Security Systems

Ares is a proprietary framework from Assail, Inc. that applies self-evolving agent architectures to autonomous red teaming, pitting an Adversary Simulator against a Breacher that learns to exploit increasingly sophisticated challenges. Built on a co-evolutionary design, Ares focuses primarily on API red teaming across REST, GraphQL, and gRPC services.

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