AI & ML interests
Fundamental research in adversarial AI, agent safety, and defense mechanisms
Recent Activity
Cogensec
Cogensec builds security and governance for agentic AI systems.
We treat AI as decision-making infrastructure, not just software. That means securing identity, intent, memory, autonomy, and trust across models, tools, and multi-agent workflows.
What you’ll find here
We publish practical artifacts for builders, researchers, and security teams:
- Security evaluation suites for LLMs and agentic workflows
- Adversarial datasets for testing misuse, jailbreaks, prompt injection, and tool abuse
- Reference agents and defensive patterns (guardrails, policies, enforcement primitives)
- Research notes and reproducible experiments focused on real-world deployment risks
- Governance templates and guidance aligned to modern AI risk frameworks
Our focus areas
- Agent security: tool misuse, agentic escalation, multi-agent coordination risks
- Non-human identity: authentication, authorization, and lifecycle for agents and tools
- Memory governance: retention, leakage, poisoning, and policy enforcement
- Intent and control: goal integrity, autonomy boundaries, and safe orchestration
- Trust and provenance: context integrity, auditability, attestation, and monitoring
How to use our work
- Start with pinned repositories for the most current releases.
- Each repo includes:
- installation and quickstart
- evaluation methodology
- dataset/model cards where applicable
- reproducibility notes and limitations
Responsible use
Cogensec publishes security research to improve safety in AI systems. Some materials may describe adversarial behavior to support testing and defense.
- Use responsibly and ethically.
- Don’t deploy findings to harm others or evade safeguards.
- Report issues or concerns through the contact channels below.
Contributing
We welcome:
- issue reports with reproduction steps
- benchmark proposals and test cases
- dataset improvements and labeling fixes
- PRs that improve documentation and reproducibility
If you want to collaborate on research or run joint evaluations, reach out.
Contact
- Website: cogensec.com
- GitHub: github.com/cogensec
- Twitter: x.com/cogen_sec
- LinkedIn: linkedin.com/company/cogensec
Citation
If you use Cogensec artifacts in research, please cite the relevant repository.
Where provided, use the CITATION.cff file.
License
Unless stated otherwise, repositories here are released under the Apache-2.0 license. Datasets may have their own terms, always check the dataset card.