Manit Baser

Ph.D. Student, National University of Singapore

Ex-A*STAR, Microsoft, Flipkart

manit.baser [AT] u.nus.edu

   

Publications

Entire list on Google Scholar.
* indicates equal contribution.

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2026

Disentangling Language Effects on Tool Admission and Post-Retrieval Safety

A Nawal, M Baser, M Gurusamy

Preprint

Paper

Before Retrieval Begins: Safety and Tool-Use Decisions in LLM Agents

A Nawal, M Baser, M Gurusamy

Preprint

Paper

The Fragility of Trigger-Tag Mechanisms for Misuse Detection in Open-Weight LLMs

T Aremu*, M Baser*, M Gurusamy, N Lukas, DM Divakaran

Preprint

Paper

The Tokens Remember: When Tokenization Bypasses Knowledge Editing and Unlearning

M Baser, A Nawal, DM Divakaran, M Gurusamy

Preprint

Paper

Relevance as a Vulnerability: How Web Retrieval Degrades Safety Alignment in LLM Agents

A Nawal, M Baser, M Gurusamy

EMNLP-Findings 2026

Paper | Code

CLaRE-ty Amid Chaos: Quantifying Representational Entanglement to Predict Ripple Effects in LLM Editing

M Baser, A Yildiz, DM Divakaran, M Gurusamy

ACL-Findings 2026

Paper | Code

ThinkEval: Practical Evaluation of Knowledge Leakage in LLM Editing using Thought-based Knowledge Graphs

M Baser, DM Divakaran, M Gurusamy

TMLR 2026

Paper | Code

DarKnight: Retrieval-Guided Agentic Framework for Breaking Dark Web CAPTCHA Gates

B Wu, ZY Yeo, D Tan, M Baser, L Csikor, DM Divakaran

APWG eCrime 2026

Paper | Code | Demo
2025

Step-by-Step Reasoning Attack: Revealing 'Erased' Knowledge in Large Language Models

Y Sinha, M Baser, M Mandal, DM Divakaran, M Kankanhalli

Preprint

Paper
2024

Three-Tier Indirect Tracing Model for Enhancing Epidemic Surveillance

G Bansal, M Baser, V Chamola

IEEE IoT Magazine 2024

Paper | Code | Demo
2026

Relevance as a Vulnerability: How Web Retrieval Degrades Safety Alignment in LLM Agents

A Nawal, M Baser, M Gurusamy

EMNLP-Findings 2026

Paper | Code

CLaRE-ty Amid Chaos: Quantifying Representational Entanglement to Predict Ripple Effects in LLM Editing

M Baser, A Yildiz, DM Divakaran, M Gurusamy

ACL-Findings 2026

Paper | Code

ThinkEval: Practical Evaluation of Knowledge Leakage in LLM Editing using Thought-based Knowledge Graphs

M Baser, DM Divakaran, M Gurusamy

TMLR 2026

Paper | Code

DarKnight: Retrieval-Guided Agentic Framework for Breaking Dark Web CAPTCHA Gates

B Wu, ZY Yeo, D Tan, M Baser, L Csikor, DM Divakaran

APWG eCrime 2026

Paper | Code | Demo
2024

Three-Tier Indirect Tracing Model for Enhancing Epidemic Surveillance

G Bansal, M Baser, V Chamola

IEEE IoT Magazine 2024

Paper | Code | Demo