conftrace_
← Authors

Nitesh Saxena

3 papers · 2025–2026 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

AACL (1) EACL (1) IJCNLP (1)

Top co-authors

Kalyan Nakka (3) Ausmit Mondal (2) Jimmy Dani (2)

Keywords

small language model (2) prompt filtering (2) jailbreak attack (2) safety alignment (1) adversarial attack (1) on-device deployment (1) language model safety (1) model quantization (1) on-device guardrail (1) adversarial robustness (1) deep learning (1)

Papers

BitBypass: A New Direction in Jailbreaking Aligned Large Language Models with Bitstream Camouflage EACL 2026 LiteLMGuard: Seamless and Lightweight On-Device Guardrails for Small Language Models against Quantization Vulnerabilities IJCNLP 2025 LiteLMGuard: Seamless and Lightweight On-Device Guardrails for Small Language Models against Quantization Vulnerabilities AACL 2025