Security Whitepapers & Industry Research

Explore in-depth cybersecurity research, threat intelligence insights, and strategic security guidance designed for modern enterprise and public-sector environments.

WHITE PAPERS

Research from the Frontline

Research from the Frontline

Original offensive security research, technical white papers, and field findings from the Assail team — the same operators, AI engineers, and researchers building Ares.

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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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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