Papers by Ameya Rathod
TAMAS: Benchmarking Adversarial Risks in Multi-Agent LLM Systems (2026.acl-long)
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| Challenge: | Existing benchmarks and datasets focus on single-agent settings, failing to capture the unique vulnerabilities of multi-agend LLM dynamics and co-ordination. |
| Approach: | They propose a benchmark to evaluate the robustness and safety of multi-agent LLM systems. |
| Outcome: | The proposed benchmark evaluates the robustness and safety of multi-agent LLM systems. |