Author

Venkata Sai Charan Putrevu

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#explainable ai Book Open access Nov 2026

rCamInspector: Building Reliability and Trust on IoT (Spy) Camera Detection using XAI

The classification of network traffic using machine learning (ML) models has become popular to address the security issues in IoT networks and/or IoT devices. However, the classifiers often act as black-boxes which hinders its adoption in critical decision making. To address this problem, we design and develop a system...

Rajib Ranjan Maiti, P. Chaudhary, Manan Gupta et al. · 0 citations

Preprint Aug 2026

How Do LLM Agents Actually Get the Flag? Trace-Level Provenance for Agentic Offensive Security Evaluation

CTF-ABACUS is introduced, a trace-based agent auditing framework that reconstructs each run as an evidence-grounded solve profile that provides a basis for designing benchmarks that better isolate the offensive capabilities of autonomous language-model agents.

Kimberly Milner, Ming-Hao Shao, Nanda Rani et al. · 2 citations