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Home/Authors/Yash Sinha

Yash Sinha

3 indexed papers

Recent (6 mo)
3
With code
0
Influential cites
0
Benchmarked
0

Publications per year

3
26

Top categories

Crypto×3NLP×2ML×1AI×1

Frequent co-authors

Soham Roy2×
Sarthakbrata Halder2×
Arya Bharaty2×
Vaibhav Bhaskar2×
Dhruv Kumar2×
Srikant Panda2×

Research Timeline

2026
"I Strongly Suspect This Website Is a Scam": Benchmarking PII Leakage and Detection without Defense in Autonomous Web Agents

The paper demonstrates that autonomous web agents are highly susceptible to social-engineering attacks, leaking critical PII even when they internally flag a site as suspicious, necessitating output-level interception defenses.

"I Strongly Suspect This Website Is a Scam": Benchmarking PII Leakage and Detection without Defense in Autonomous Web Agents

The paper demonstrates that autonomous web agents are highly susceptible to social-engineering attacks, leaking critical PII even when they internally flag a site as suspicious, necessitating output-level interception defenses.

PURGE: Projected Unlearning via Retain-Guided Erasure

PURGE is a novel machine unlearning algorithm that leverages the duality between continual learning and unlearning to achieve high data retention while making the unlearned model indistinguishable from a model retrained from scratch.

Highlighted terms show continued research focus across papers

Papers

cs.LGcs.AIcs.CRRecentJun 2, 2026

PURGE: Projected Unlearning via Retain-Guided Erasure

Vedant Jawandhia, Daksh Ahuja, Ghufran Alam Siddiqui, Prashant Trivedi +2 more

PURGE is a novel machine unlearning algorithm that leverages the duality between continual learning and unlearning to achieve high data retention while making the unlearned model indistinguishable fro…

View →
cs.CRcs.CLRecentMay 30, 2026

"I Strongly Suspect This Website Is a Scam": Benchmarking PII Leakage and Detection without Defense in Autonomous Web Agents

Soham Roy, Sarthakbrata Halder, Arya Bharaty, Vaibhav Bhaskar +4 more

The paper demonstrates that autonomous web agents are highly susceptible to social-engineering attacks, leaking critical PII even when they internally flag a site as suspicious, necessitating output-l…

View →
cs.CRcs.CLRecentMay 30, 2026

"I Strongly Suspect This Website Is a Scam": Benchmarking PII Leakage and Detection without Defense in Autonomous Web Agents

Soham Roy, Sarthakbrata Halder, Arya Bharaty, Vaibhav Bhaskar +4 more

The paper demonstrates that autonomous web agents are highly susceptible to social-engineering attacks, leaking critical PII even when they internally flag a site as suspicious, necessitating output-l…

View →