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Preprint Jul 2026

Refused in Chat, Written in Code: Workflow-Level Jailbreak Construction in IDE Coding Agents

These results show that conversational refusal benchmarks can substantially overstate the safety of deployed coding agents and motivate defenses that reason about safety across multi-turn IDE workflows and their generated artifacts, not only individual chat turns.

Abhishek Kumar, C. Maple · 0 citations
Preprint Jul 2026

PRoVeFL: Private Robust and Verifiable Aggregation in Federated Learning

This work proposes PRoVeFL-a novel, modular FL framework that is Privacy-preserving, Byzantine-Robust, and ensures Verifiable aggregation, and improves runtime over the prior works, Prio and ELSA, based on distributed trust with comparable security guarantees, up to 100x and 10x, respectively.

Harsh Kasyap, Anil Kumar Pradhan, U. Atmaca et al. · 0 citations