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Poovendran, Radha

  1. ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs
    2024/02/19 by Fengqing Jiang, Jiang, Fengqing, Zhangchen Xu +11 · 11 voices · 80 citations
    Computer Science · #Digital and Cyber Forensics #Digital Rights Management and Security #Law, AI, and Intellectual Property
  2. Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing
    2024/06/12 by Zhangchen Xu, Xu, Zhangchen, Fengqing Jiang +11 · 1 voice · 115 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Processing and 3D Reconstruction #Mathematics, Computing, and Information Processing #cs.AI #cs.CL
  3. Deceiving Google's Perspective API Built for Detecting Toxic Comments
    2017/02/27 by Hossein Hosseini, Hosseini, Hossein, Sreeram Kannan +5 · 2 voices · 23 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Hate Speech and Cyberbullying Detection #cs.CY #cs.LG #cs.SI
  4. ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
    2025/02/03 by Bill Yuchen Lin, Lin, Bill Yuchen, Ronan Le Bras +11 · 3 voices · 92 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #cs.AI #cs.CL #cs.LG
  5. SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding
    2024/02/14 by Zhangchen Xu, Fengqing Jiang, Xu, Zhangchen +9 · 79 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Digital and Cyber Forensics #Advanced Malware Detection Techniques
  6. Identifying and Mitigating Vulnerabilities in LLM-Integrated Applications
    2023/11/07 by Fengqing Jiang, Jiang, Fengqing, Zhangchen Xu +11 · 31 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Software Engineering Research #Topic Modeling
  7. On the Limitation of Convolutional Neural Networks in Recognizing\n Negative Images
    2017/03/20 by Hossein Hosseini, Hosseini, Hossein, Baicen Xiao +6 · 2 voices · 1 citation
    Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis #cs.CV #cs.LG #stat.ML
  8. BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models
    2024/01/20 by Zhen Xiang, Xiang, Zhen, Fengqing Jiang +9 · 29 citations
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  9. SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities
    2025/02/17 by Fengqing Jiang, Zhangchen Xu, Jiang, Fengqing +13 · 56 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  10. Semantic Adversarial Examples
    2018/03/16 by Hosseini, Hossein, Poovendran, Radha · 10 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding
    2025/03/04 by Zhangchen Xu, Xu, Zhangchen, Yang Liu +7 · 43 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
  12. Small Models Struggle to Learn from Strong Reasoners
    2025/02/17 by Yuetai Li, Yue Xiang, Li, Yuetai +13 · 48 citations
    Decision Sciences · Mathematics · Engineering · #Complex Systems and Decision Making #Statistics Education and Methodologies #Reservoir Engineering and Simulation Methods
  13. Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning
    2025/07/01 by Maggie Huan, Huan, Maggie, Yuetai Li +17 · 1 voice · 48 citations
    Computer Science · #Explainable Artificial Intelligence (XAI) #Multimodal Machine Learning Applications #Topic Modeling #cs.AI #cs.CL
  14. Blocking Transferability of Adversarial Examples in Black-Box Learning Systems
    2017/03/13 by Hossein Hosseini, Yize Chen, Hosseini, Hossein +7 · 15 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Security and Verification in Computing #Physical Unclonable Functions (PUFs) and Hardware Security
  15. ChatBug: A Common Vulnerability of Aligned LLMs Induced by Chat Templates
    2024/06/17 by Fengqing Jiang, Jiang, Fengqing, Zhangchen Xu +7 · 15 citations
    Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Spam and Phishing Detection #Web Application Security Vulnerabilities
  16. No Free Charge Theorem: a Covert Channel via USB Charging Cable on\n Mobile Devices
    2016/09/09 by Riccardo Spolaor, Spolaor, Riccardo, Laila Abudahi +7 · 1 voice · 1 citation
    Computer Science · Engineering · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Green IT and Sustainability #Internet Traffic Analysis and Secure E-voting #User Authentication and Security Systems
  17. Assessing Shape Bias Property of Convolutional Neural Networks
    2018/03/21 by Hosseini, Hossein, Xiao, Baicen, Jaiswal, Mayoore +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. Google's Cloud Vision API Is Not Robust To Noise
    2017/04/16 by Hossein Hosseini, Baicen Xiao, Hosseini, Hossein +3 · 1 voice · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CV #cs.LG
  19. CleanGen: Mitigating Backdoor Attacks for Generation Tasks in Large Language Models
    2024/06/18 by Li, Yuetai, Xu, Zhangchen, Jiang, Fengqing +4 · 6 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  20. Shape of the Cloak: Formal Analysis of Clock Skew-Based Intrusion Detection System in Controller Area Networks
    2018/07/25 by Ying, Xuhang, Sagong, Sang Uk, Clark, Andrew +2 · 2 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  21. Detecting ADS-B Spoofing Attacks using Deep Neural Networks
    2019/04/22 by Xuhang Ying, Joanna Mazer, Ying, Xuhang +9 · 2 citations
    Engineering · Computer Science · #Air Traffic Management and Optimization #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
  22. EVExchange: A Relay Attack on Electric Vehicle Charging System
    2022/03/10 by Mauro Conti, Conti, Mauro, Denis Donadel +5 · 3 citations
    Engineering · #Cryptography and Security (cs.CR) #Electric Vehicles and Infrastructure #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences
  23. Agent-Temporal Attention for Reward Redistribution in Episodic Multi-Agent Reinforcement Learning
    2022/01/12 by Baicen Xiao, Bhaskar Ramasubramanian, Xiao, Baicen +3 · 2 citations
    Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Neural and Behavioral Psychology Studies #Reinforcement Learning in Robotics
  24. A Supermodular Optimization Framework for Leader Selection under Link Noise in Linear Multi-Agent Systems
    2012/08/04 by Clark, Andrew, Bushnell, Linda, Poovendran, Radha · 1 citation
    #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
  25. TinyV: Reducing False Negatives in Verification Improves RL for LLM Reasoning
    2025/05/20 by Zhangchen Xu, Yuetai Li, Xu, Zhangchen +11 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  26. PersonaMem-v2: Towards Personalized Intelligence via Learning Implicit User Personas and Agentic Memory
    2025/12/07 by Jiang, Bowen, Yuan, Yuan, Shen, Maohao +13 · 7 citations
    Computer Science · #Persona Design and Applications #AI in Service Interactions #Multimodal Machine Learning Applications
  27. MDTD: A Multi Domain Trojan Detector for Deep Neural Networks
    2023/08/30 by Arezoo Rajabi, Surudhi Asokraj, Rajabi, Arezoo +11 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning
  28. Cloaking the Clock: Emulating Clock Skew in Controller Area Networks
    2017/10/07 by Sagong, Sang Uk, Ying, Xuhang, Clark, Andrew +2 · 1 citation
    #68W01 #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  29. Stronger Models are NOT Stronger Teachers for Instruction Tuning
    2024/11/11 by Zhangchen Xu, Xu, Zhangchen, Fengqing Jiang +7 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Methods and Technology #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
  30. Are Odds Really Odd? Bypassing Statistical Detection of Adversarial Examples
    2019/07/28 by Hosseini, Hossein, Kannan, Sreeram, Poovendran, Radha · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  31. FRESH: Interactive Reward Shaping in High-Dimensional State Spaces using Human Feedback
    2020/01/19 by Baicen Xiao, Xiao, Baicen, Qifan Lu +9 · 1 citation
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Reinforcement Learning in Robotics
  32. Temporal Sampling for Forgotten Reasoning in LLMs
    2025/05/26 by Li, Yuetai, Xu, Zhangchen, Jiang, Fengqing +5 · 7 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  33. ACE: A Model Poisoning Attack on Contribution Evaluation Methods in Federated Learning
    2024/05/31 by Xu, Zhangchen, Jiang, Fengqing, Niu, Luyao +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  34. BadScientist: Can a Research Agent Write Convincing but Unsound Papers that Fool LLM Reviewers?
    2025/10/20 by Fengqing Jiang, Yichen Feng, Jiang, Fengqing +9 · 2 voices · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #cs.AI #cs.CR #cs.CY
  35. Reinforcement Learning Beyond Expectation
    2021/03/29 by Ramasubramanian, Bhaskar, Niu, Luyao, Clark, Andrew +1 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
  36. Deceiving Google's Cloud Video Intelligence API Built for Summarizing\n Videos
    2017/03/26 by Hossein Hosseini, Baicen Xiao, Hosseini, Hossein +3 · 1 voice
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CV #cs.LG
  37. VisualSphinx: Large-Scale Synthetic Vision Logic Puzzles for RL
    2025/05/29 by Feng, Yichen, Xu, Zhangchen, Jiang, Fengqing +5 · 6 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  38. TOUCAN: Synthesizing 1.5M Tool-Agentic Data from Real-World MCP Environments
    2025/10/01 by Zhangchen Xu, Xu, Zhangchen, Adriana Meza Soria +10 · 6 citations
    Computer Science · Business, Management and Accounting · #Multi-Agent Systems and Negotiation #Business Process Modeling and Analysis #Model-Driven Software Engineering Techniques
  39. Simulating Environments with Reasoning Models for Agent Training
    2025/11/03 by Yuetai Li, Huseyin A Inan, Li, Yuetai +15 · 6 citations
    Computer Science · #Multi-Agent Systems and Negotiation #Intelligent Tutoring Systems and Adaptive Learning #AI-based Problem Solving and Planning
  40. A Compositional Approach to Safety-Critical Resilient Control for Systems with Coupled Dynamics
    2022/04/01 by Maruf, Abdullah Al, Niu, Luyao, Clark, Andrew +2 · 1 citation
    #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
  41. SoSBench: Benchmarking Safety Alignment on Six Scientific Domains
    2025/05/27 by Fengqing Jiang, Feiyue Ma, Jiang, Fengqing +14 · 2 citations
    Health Professions · Decision Sciences · Engineering · #Occupational Health and Safety Research #Risk and Safety Analysis #Safety Systems Engineering in Autonomy
  42. An Analytical Framework for Control Synthesis of Cyber-Physical Systems with Safety Guarantee
    2022/04/01 by Luyao Niu, Abdullah Al Maruf, Niu, Luyao +7 · 1 citation
    Computer Science · Engineering · #FOS: Electrical engineering #Radiation Effects in Electronics #Real-Time Systems Scheduling #Smart Grid Security and Resilience #Systems and Control (eess.SY) #electronic engineering #information engineering
  43. A Timing-Based Framework for Designing Resilient Cyber-Physical Systems under Safety Constraint
    2022/08/30 by Abdullah Al Maruf, Luyao Niu, Maruf, Abdullah Al +7 · 1 citation
    Computer Science · Engineering · #FOS: Electrical engineering #Formal Methods in Verification #Real-Time Systems Scheduling #Smart Grid Security and Resilience #Systems and Control (eess.SY) #electronic engineering #information engineering
  44. A Compositional Resilience Index for Computationally Efficient Safety Analysis of Interconnected Systems
    2023/04/04 by Luyao Niu, Abdullah Al Maruf, Niu, Luyao +7 · 1 citation
    Decision Sciences · Engineering · Business, Management and Accounting · #Risk and Safety Analysis #Fault Detection and Control Systems #Supply Chain Resilience and Risk Management
  45. Steering Multimodal Large Language Models Decoding for Context-Aware Safety
    2025/09/23 by Zheyuan Liu, Liu, Zheyuan, Zhangchen Xu +11 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling