Vahid Behzadan

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 53

Top Topics

Terrorist Networks

Reinforcement Learning

Open Research Problems

Top Venues

SAFECOMP Workshops

Publications

Nancirose Piazza, Vahid Behzadan, Stefan Sarkadi
The Power in Communication: Power Regularization of Communication for Autonomy in Cooperative Multi-Agent Reinforcement Learning. CoRR (2024)
Bibek Upadhayay, Vahid Behzadan
Sandwich attack: Multi-language Mixture Adaptive Attack on LLMs. CoRR (2024)
Nancirose Piazza, Vahid Behzadan
A Theory of Mind Approach as Test-Time Mitigation Against Emergent Adversarial Communication. CoRR (2023)
Nancirose Piazza, Vahid Behzadan
A Theory of Mind Approach as Test-Time Mitigation Against Emergent Adversarial Communication. AAMAS (2023)
Bibek Upadhayay, Vahid Behzadan
TaCo: Enhancing Cross-Lingual Transfer for Low-Resource Languages in LLMs through Translation-Assisted Chain-of-Thought Processes. CoRR (2023)
Bibek Upadhayay, Vahid Behzadan
Adversarial Stimuli: Attacking Brain-Computer Interfaces via Perturbed Sensory Events. SMC (2023)
Pooya Tavallali, Vahid Behzadan, Azar Alizadeh, Aditya Ranganath, Mukesh Singhal
Adversarial Label-Poisoning Attacks and Defense for General Multi-Class Models Based on Synthetic Reduced Nearest Neighbor. ICIP (2022)
Bibek Upadhayay, Vahid Behzadan
Hybrid Deep Learning Model for Fake News Detection in Social Networks (Student Abstract). AAAI (2022)
Azar Alizadeh, Pooya Tavallali, Vahid Behzadan, Aditya Ranganath, Mukesh Singhal
A Novel Approach for Synthetic Reduced Nearest-Neighbor Leveraging Neural Networks. ICMLA (2022)
Bibek Upadhayay, Vahid Behzadan
Adversarial Stimuli: Attacking Brain-Computer Interfaces via Perturbed Sensory Events. CoRR (2022)
Azar Alizadeh, Mukesh Singhal, Vahid Behzadan, Pooya Tavallali, Aditya Ranganath
Stochastic Induction of Decision Trees with Application to Learning Haar Trees. ICMLA (2022)
Bibek Upadhayay, Zeeshan Ahmed M. Lodhia, Vahid Behzadan
Combating Human Trafficking via Automatic OSINT Collection, Validation and Fusion. ICWSM Workshops (2021)
Avishek Bose, Shreya Gopal Sundari, Vahid Behzadan, William H. Hsu
Tracing Relevant Twitter Accounts Active in Cyber Threat Intelligence Domain by Exploiting Content and Structure of Twitter Network. ISI (2021)
Vahid Behzadan, Arslan Munir
Adversarial Reinforcement Learning Framework for Benchmarking Collision Avoidance Mechanisms in Autonomous Vehicles. IEEE Intell. Transp. Syst. Mag. 13 (2) (2021)
Nancirose Piazza, Vahid Behzadan
Mitigation of Adversarial Policy Imitation via Constrained Randomization of Policy (CRoP). CoRR (2021)
Pooya Tavallali, Vahid Behzadan, Peyman Tavallali, Mukesh Singhal
Adversarial Poisoning Attacks and Defense for General Multi-Class Models Based On Synthetic Reduced Nearest Neighbors. CoRR (2021)
Milan Zinzuvadiya, Vahid Behzadan
State-Wise Adaptive Discounting from Experience (SADE): A Novel Discounting Scheme for Reinforcement Learning (Student Abstract). AAAI (2021)
Dalton A. Hahn, Arslan Munir, Vahid Behzadan
Security and Privacy Issues in Intelligent Transportation Systems: Classification and Challenges. IEEE Intell. Transp. Syst. Mag. 13 (1) (2021)
Bibek Upadhayay, Vahid Behzadan
Sentimental LIAR: Extended Corpus and Deep Learning Models for Fake Claim Classification. ISI (2020)
Bibek Upadhayay, Vahid Behzadan
Sentimental LIAR: Extended Corpus and Deep Learning Models for Fake Claim Classification. CoRR (2020)
Vahid Behzadan, Ibrahim M. Baggili
Founding The Domain of AI Forensics. SafeAI@AAAI (2020)
Yaser Faghan, Nancirose Piazza, Vahid Behzadan, Ali Fathi
Adversarial Attacks on Deep Algorithmic Trading Policies. CoRR (2020)
Vahid Behzadan, James Minton, Arslan Munir
TrolleyMod v1.0: An Open-Source Simulation and Data-Collection Platform for Ethical Decision Making in Autonomous Vehicles. AIES (2019)
Avishek Bose, Vahid Behzadan, Carlos A. Aguirre, William H. Hsu
A Novel Approach for Detection and Ranking of Trendy and Emerging Cyber Threat Events in Twitter Streams. CoRR (2019)
Vahid Behzadan, William H. Hsu
RL-Based Method for Benchmarking the Adversarial Resilience and Robustness of Deep Reinforcement Learning Policies. SAFECOMP Workshops (2019)
Vahid Behzadan, William H. Hsu
Adversarial Exploitation of Policy Imitation. CoRR (2019)
Vahid Behzadan, William H. Hsu
RL-Based Method for Benchmarking the Adversarial Resilience and Robustness of Deep Reinforcement Learning Policies. CoRR (2019)
Ibrahim M. Baggili, Vahid Behzadan
Founding The Domain of AI Forensics. CoRR (2019)
Vahid Behzadan, William H. Hsu
Sequential Triggers for Watermarking of Deep Reinforcement Learning Policies. CoRR (2019)
Avishek Bose, Vahid Behzadan, Carlos A. Aguirre, William H. Hsu
A novel approach for detection and ranking of trendy and emerging cyber threat events in Twitter streams. ASONAM (2019)
Vahid Behzadan, William H. Hsu
Adversarial Exploitation of Policy Imitation. AISafety@IJCAI (2019)
Vahid Behzadan, William H. Hsu
Analysis and Improvement of Adversarial Training in DQN Agents With Adversarially-Guided Exploration (AGE). CoRR (2019)
Vahid Behzadan, William H. Hsu
Watermarking of DRL Policies with Sequential Triggers. AISafety@IJCAI (2019)
Vahid Behzadan, Roman V. Yampolskiy, Arslan Munir
Emergence of Addictive Behaviors in Reinforcement Learning Agents. SafeAI@AAAI (2019)
Vahid Behzadan, Arslan Munir
The Faults in Our Pi Stars: Security Issues and Open Challenges in Deep Reinforcement Learning. CoRR (2018)
Vahid Behzadan, Arslan Munir, Roman V. Yampolskiy
A Psychopathological Approach to Safety Engineering in AI and AGI. CoRR (2018)
Vahid Behzadan, Arslan Munir
Mitigation of Policy Manipulation Attacks on Deep Q-Networks with Parameter-Space Noise. CoRR (2018)
Vahid Behzadan, Arslan Munir
Adversarial Reinforcement Learning Framework for Benchmarking Collision Avoidance Mechanisms in Autonomous Vehicles. CoRR (2018)
Vahid Behzadan, Roman V. Yampolskiy, Arslan Munir
Emergence of Addictive Behaviors in Reinforcement Learning Agents. CoRR (2018)
Vahid Behzadan, Carlos A. Aguirre, Avishek Bose, William H. Hsu
Corpus and Deep Learning Classifier for Collection of Cyber Threat Indicators in Twitter Stream. IEEE BigData (2018)
Vahid Behzadan, Arslan Munir
Mitigation of Policy Manipulation Attacks on Deep Q-Networks with Parameter-Space Noise. SAFECOMP Workshops (2018)
Vahid Behzadan, Arslan Munir, Roman V. Yampolskiy
A Psychopathological Approach to Safety Engineering in AI and AGI. SAFECOMP Workshops (2018)
Vahid Behzadan, Arslan Munir
Adversarial Exploitation of Emergent Dynamics in Smart Cities. ISC2 (2018)
Vahid Behzadan, James Minton, Arslan Munir
TrolleyMod v1.0: An Open-Source Simulation and Data-Collection Platform for Ethical Decision Making in Autonomous Vehicles. CoRR (2018)
Vahid Behzadan, Arslan Munir
Vulnerability of Deep Reinforcement Learning to Policy Induction Attacks. MLDM (2017)
Vahid Behzadan, Amin Nourmohammadi, Mehmet Hadi Gunes, Murat Yuksel
On Fighting Fire with Fire: Strategic Destabilization of Terrorist Networks. ASONAM (2017)
Vahid Behzadan
Cyber-Physical Attacks on UAS Networks- Challenges and Open Research Problems. CoRR (2017)
Vahid Behzadan, Banafsheh Rekabdar
A Game-Theoretic Model for Analysis and Design of Self-organization Mechanisms in IoT. GAMENETS (2017)
Vahid Behzadan, Arslan Munir
Whatever Does Not Kill Deep Reinforcement Learning, Makes It Stronger. CoRR (2017)
Vahid Behzadan, Arslan Munir
Models and Framework for Adversarial Attacks on Complex Adaptive Systems. CoRR (2017)
Vahid Behzadan, Banafsheh Rekabdar
A Game-Theoretic Model for Analysis and Design of Self-Organization Mechanisms in IoT. CoRR (2017)
Vahid Behzadan, Arslan Munir
Vulnerability of Deep Reinforcement Learning to Policy Induction Attacks. CoRR (2017)
Suman Bhunia, Vahid Behzadan, Paulo Alexandre Regis, Shamik Sengupta
Adaptive beam nulling in multihop ad hoc networks against a jammer in motion. Comput. Networks 109 (2016)
Suman Bhunia, Vahid Behzadan, Paulo Alexandre Regis, Shamik Sengupta
Performance of Adaptive Beam Nulling in Multihop Ad-Hoc Networks under Jamming. HPCC/CSS/ICESS (2015)
Suman Bhunia, Vahid Behzadan, Shamik Sengupta
Enhancement of spectrum utilization in non-contiguous DSA with online defragmentation. MILCOM (2015)