Co-PatcheR: Collaborative Software Patching with Component(s)-specific Small Reasoning Models

Yuheng Tang, Hongwei Li, Kaijie Zhu +3

QPanda: high-performance quantum computing framework for multiple application scenarios

Menghan Dou, Tianrui Zou, Yuan Fang +8

When Do Intrinsic Rewards Work for Code Reasoning? A Comprehensive Study

Xiaolong Jin, Xuandong Zhao, Wenbo Guo +2

Berkeley Open Extended Reality Recordings 2023 (BOXRR-23): 4.7 Million Motion Capture Recordings from 105,852 Extended Reality Device Users

Vivek Nair, Wenbo Guo, Rui Wang +3

Agents' Last Exam

Yiyou Sun, Xinyang Han, Weichen Zhang +306

netFound: Principled Design for Network Foundation Models

Sylee Beltiukov, Satyandra Guthula, Haarika Manda +5

F-Fidelity: A Robust Framework for Faithfulness Evaluation of Explainable AI

Xu Zheng, Farhad Shirani, Zhuomin Chen +4

RL-JACK: Reinforcement Learning-powered Black-box Jailbreaking Attack against LLMs

Xuan Chen, Yuzhou Nie, Lu Yan +3

TextGuard: Provable Defense against Backdoor Attacks on Text Classification

Hengzhi Pei, Jinyuan Jia, Wenbo Guo +2

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems

Zhuowen Yuan, Zhaorun Chen, Zhen Xiang +5

MAStrike: Shapley-Guided Collusive Red-Teaming on Multi-Agent Systems

Chejian Xu, Zhaorun Chen, Jingyang Zhang +5

rePIRL: Learn PRM with Inverse RL for LLM Reasoning

Xian Wu, Kaijie Zhu, Ying Zhang +2

BlockScan: Detecting Anomalies in Blockchain Transactions

Jiahao Yu, Xian Wu, Hao Liu +2

Demystifying Network Foundation Models

Sylee Beltiukov, Satyandra Guthula, Wenbo Guo +2

CyberGym-E2E: Scalable Real-World Benchmark for AI Agents' End-to-End Cybersecurity Capabilities

Tianneng Shi, Robin Rheem, Dongwei Jiang +13

Temporal Logic-Based Multi-Vehicle Backdoor Attacks against Offline RL Agents in End-to-end Autonomous Driving

Xuan Chen, Shiwei Feng, Zikang Xiong +6

MiqroForge: An Intelligent Workflow Platform for Quantum-Enhanced Computational Chemistry

Jianan Wang, Wenbo Guo, Xin Yue +6

HarnessLLM: Automatic Testing Harness Generation via Reinforcement Learning

Yujian Liu, Jiabao Ji, Yang Zhang +3

Learning Adversary-Resistant Deep Neural Networks

Qinglong Wang, Wenbo Guo, Kaixuan Zhang +4

In Search of netUnicorn: A Data-Collection Platform to Develop Generalizable ML Models for Network Security Problems

Roman Beltiukov, Wenbo Guo, Arpit Gupta +1

ExploitGym: Can AI Agents Turn Security Vulnerabilities into Real Attacks?

Zhun Wang, Nico Schiller, Hongwei Li +13

Cutting the Gordian Knot: Detecting Malicious PyPI Packages via a Knowledge-Mining Framework

Wenbo Guo, Chengwei Liu, Ming Kang +5

Inferring Private Personal Attributes of Virtual Reality Users from Head and Hand Motion Data

Vivek Nair, Christian Rack, Wenbo Guo +8

Explaining Deep Learning Models - A Bayesian Non-parametric Approach

Wenbo Guo, Sui Huang, Yunzhe Tao +2

To Defend Against Cyber Attacks, We Must Teach AI Agents to Hack

Terry Yue Zhuo, Yangruibo Ding, Wenbo Guo +1

SkillClone: Multi-Modal Clone Detection and Clone Propagation Analysis in the Agent Skill Ecosystem

Jiaying Zhu, Lyuye Zhang, Wenbo Guo +1

FORAY: Towards Effective Attack Synthesis against Deep Logical Vulnerabilities in DeFi Protocols

Hongbo Wen, Hanzhi Liu, Jiaxin Song +3

Mind the Inconspicuous: Revealing the Hidden Weakness in Aligned LLMs' Refusal Boundaries

Jiahao Yu, Haozheng Luo, Jerry Yao-Chieh Hu +3

High-Speed (7,2) Compressor Using A Fast Carry-Generation Logic based on Sorting Network

Wenbo Guo

Adversary Resistant Deep Neural Networks with an Application to Malware Detection

Qinglong Wang, Wenbo Guo, Kaixuan Zhang +4

Understanding NPM Malicious Package Detection: A Benchmark-Driven Empirical Analysis

Wenbo Guo, Zhongwen Chen, Zhengzi Xu +7

TABOR: A Highly Accurate Approach to Inspecting and Restoring Trojan Backdoors in AI Systems

Wenbo Guo, Lun Wang, Xinyu Xing +2

DANCE: Enhancing saliency maps using decoys

Yang Lu, Wenbo Guo, Xinyu Xing +1

DevOps-Gym: Benchmarking AI Agents in Software DevOps Cycle

Yuheng Tang, Kaijie Zhu, Bonan Ruan +14

Casting a SPELL: Sentence Pairing Exploration for LLM Limitation-breaking

Yifan Huang, Xiaojun Jia, Wenbo Guo +4

VulnLLM-R: Specialized Reasoning LLM with Agent Scaffold for Vulnerability Detection

Yuzhou Nie, Hongwei Li, Chengquan Guo +5

BandFuzz: An ML-powered Collaborative Fuzzing Framework

Wenxuan Shi, Hongwei Li, Jiahao Yu +3

Program Analysis Guided LLM Agent for Proof-of-Concept Generation

Achintya Desai, Md Shafiuzzaman, Wenbo Guo +1

The Attack and Defense Landscape of Agentic AI: A Comprehensive Survey

Juhee Kim, Xiaoyuan Liu, Zhun Wang +4

Data-driven analysis of the electronic-structure factors controlling the work functions of perovskite oxides

Yihuang Xiong, Weinan Chen, Wenbo Guo +2

MalwarePT: A Binary-Level Foundation Model for Malware Analysis

Saastha Vasan, Yuzhou Nie, Kaie Chen +6

An Empirical Study of Malicious Code In PyPI Ecosystem

Wenbo Guo, Zhengzi Xu, Chengwei Liu +3

Mutate to Bypass: Autonomous Endpoint Evasion via Knowledge-Driven Multi-Agent Orchestration

Weifeng Yuan, Wenbo Guo, Qingyun Du +4

AgentVigil: Generic Black-Box Red-teaming for Indirect Prompt Injection against LLM Agents

Zhun Wang, Vincent Siu, Zhe Ye +6

Bridging Expert Reasoning and LLM Detection: A Knowledge-Driven Framework for Malicious Packages

Wenbo Guo, Shiwen Song, Jiaxun Guo +5

BACKDOORL: Backdoor Attack against Competitive Reinforcement Learning

Lun Wang, Zaynah Javed, Xian Wu +3

SpearBot: Leveraging Large Language Models in a Generative-Critique Framework for Spear-Phishing Email Generation

Qinglin Qi, Yun Luo, Yijia Xu +2

Unique Identification of 50,000+ Virtual Reality Users from Head & Hand Motion Data

Vivek Nair, Wenbo Guo, Justus Mattern +4

PatchPilot: A Cost-Efficient Software Engineering Agent with Early Attempts on Formal Verification

Hongwei Li, Yuheng Tang, Shiqi Wang +1

Are Shortest Rationales the Best Explanations for Human Understanding?

Hua Shen, Tongshuang Wu, Wenbo Guo +1

LeakAgent: RL-based Red-teaming Agent for LLM Privacy Leakage

Yuzhou Nie, Zhun Wang, Ye Yu +4

OpenSage: Self-programming Agent Generation Engine

Hongwei Li, Zhun Wang, Qinrun Dai +11

DecodingTrust-Agent Platform (DTap): A Controllable and Interactive Red-Teaming Platform for AI Agents

Zhaorun Chen, Xun Liu, Haibo Tong +14

High-speed and high-efficiency three-dimensional shape measurement based on Gray-coded light

Zhoujie Wu, Wenbo Guo, Yueyang Li +2

Progent: Securing AI Agents with Privilege Control

Tianneng Shi, Jingxuan He, Zhun Wang +4

Seeing Is Not Screening: Multimodal Hidden Instruction Attacks on Agent Skill Scanners

Xiaojun Jia, Jie Liao, Simeng Qin +5

TermiGen: High-Fidelity Environment and Robust Trajectory Synthesis for Terminal Agents

Kaijie Zhu, Yuzhou Nie, Yijiang Li +10

Guiding Symbolic Execution with Static Analysis and LLMs for Vulnerability Discovery

Md Shafiuzzaman, Achintya Desai, Wenbo Guo +1

Using Non-invertible Data Transformations to Build Adversarial-Robust Neural Networks

Qinglong Wang, Wenbo Guo, Alexander G. Ororbia +6

IntelliRadar: A Comprehensive Platform to Pinpoint Malicious Package Information from Cyber Intelligence

Wenbo Guo, Chengwei Liu, Limin Wang +4

AgentBeats: Agentifying Agent Assessment for Openness, Standardization, and Reproducibility

Xiaoyuan Liu, Jianhong Tu, Yuqi Chen +26

SynthChain: A Synthetic Benchmark and Forensic Analysis of Advanced and Stealthy Software Supply Chain Attacks

Zhuoran Tan, Wenbo Guo, Taylor Brierley +3

PromptArmor: Simple yet Effective Prompt Injection Defenses

Tianneng Shi, Kaijie Zhu, Zhun Wang +13

3CAD: A Large-Scale Real-World 3C Product Dataset for Unsupervised Anomaly

Enquan Yang, Peng Xing, Hanyang Sun +4

When LLM Meets DRL: Advancing Jailbreaking Efficiency via DRL-guided Search

Xuan Chen, Yuzhou Nie, Wenbo Guo +1

Data Free Backdoor Attacks

Bochuan Cao, Jinyuan Jia, Chuxuan Hu +5

Deep Motion Masking for Secure, Usable, and Scalable Real-Time Anonymization of Virtual Reality Motion Data

Vivek Nair, Wenbo Guo, James F. O'Brien +2

Towards Interrogating Discriminative Machine Learning Models

Wenbo Guo, Kaixuan Zhang, Lin Lin +2

MalSkillBench: A Runtime-Verified Benchmark of Malicious Agent Skills

Wenbo Guo, Wei Zeng, Chengwei Liu +5

BlueCodeAgent: A Blue Teaming Agent Enabled by Automated Red Teaming for CodeGen AI

Chengquan Guo, Yuzhou Nie, Chulin Xie +3

From CVE Entries to Verifiable Exploits: An Automated Multi-Agent Framework for Reproducing CVEs

Saad Ullah, Praneeth Balasubramanian, Wenbo Guo +5

SeCodePLT: A Unified Platform for Evaluating the Security of Code GenAI

Yuzhou Nie, Zhun Wang, Yu Yang +7

Skills That Don't Exist: A Large-Scale Study of Hallucinated Skill Recommendation in LLM Agents

Weifeng Yuan, Wenbo Guo, Feng Dong +2

The paper investigates how large language model agents often fabricate nonexistent skill names when asked to recommend and install skills, exposing a supply‑chain security risk, an…

SeedSmith: LLM-Driven Seed Synthesis for Directed Fuzzing

Junmin Zhu, Siyu Liu, Jie Hu +7

The paper introduces SeedSmith, an LLM‑driven pipeline that automatically creates input seeds targeting specific sink functions and crash preconditions, improving the effectiveness…

Evolaris: A Roadmap to Self-Evolving Software Intelligence Management

Chengwei Liu, Wenbo Guo, Yuxin Zhang +4

Frontier AI's Impact on the Cybersecurity Landscape

Yujin Potter, Wenbo Guo, Zhun Wang +6

MELON: Provable Defense Against Indirect Prompt Injection Attacks in AI Agents

Kaijie Zhu, Xianjun Yang, Jindong Wang +2