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Kyle Polley

4 papers hereh-index 222 citations2 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.CL1
  • cs.CR1

identity via Semantic Scholar / OpenAlex

most citedBrowseSafe: Understanding and Preventing Prompt Injection Within AI Browser Agents

1 citations · 1 across the 3 of their papers we have counts for

collaborators

4 papers

cs.CR2026

BrowseSafe++: Benchmarking Prompt Injection Detection Across Web Contexts, Languages, and Browser Views

Yuetian Chen, Kaiyuan Zhang, Yuntao Du +6

Browser agents need to make decisions and execute actions on behalf of users while consuming untrusted webpages, creating opportunities for malicious instructions embedded in webpa…

cs.CL2026

PII-TRACE: A Benchmark for Context-Aware PII Detection in Multi-Turn LLM Conversations

Kaiyuan Zhang, Chuan Wang, Joey Zhong +4

LLM assistants and agentic systems log long multi-turn conversations. AI providers often scan these conversations for Personally Identifiable Information (PII) and mask the PII bef…

cs.LG2026

Security Considerations for Artificial Intelligence Agents

Ninghui Li, Kaiyuan Zhang, Kyle Polley +1

This article, a lightly adapted version of Perplexity's response to NIST/CAISI Request for Information 2025-0035, details our observations and recommendations concerning the securi…

cs.LG2025★ 1 cited

BrowseSafe: Understanding and Preventing Prompt Injection Within AI Browser Agents

Kaiyuan Zhang, Mark Tenenholtz, Kyle Polley +3

The integration of artificial intelligence (AI) agents into web browsers introduces security challenges that go beyond traditional web application threat models. Prior work has ide…

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