2019
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Behzadan, Vahid; Minton, James; Munir, Arslan TrolleyMod v1. 0: An Open-Source Simulation and Data-Collection Platform for Ethical Decision Making in Autonomous Vehicles Inproceedings Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, pp. 391–395, ACM 2019. BibTeX | Tags: @inproceedings{behzadan2019trolleymod,
title = {TrolleyMod v1. 0: An Open-Source Simulation and Data-Collection Platform for Ethical Decision Making in Autonomous Vehicles},
author = {Vahid Behzadan and James Minton and Arslan Munir},
year = {2019},
date = {2019-01-01},
booktitle = {Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society},
pages = {391–395},
organization = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Hahn, Dalton A; Munir, Arslan; Behzadan, Vahid Security and Privacy Issues in Intelligent Transportation Systems: Classification and Challenges Journal Article IEEE Intell. Transp. Syst, 2019. BibTeX | Tags: @article{hahn2019security,
title = {Security and Privacy Issues in Intelligent Transportation Systems: Classification and Challenges},
author = {Dalton A Hahn and Arslan Munir and Vahid Behzadan},
year = {2019},
date = {2019-01-01},
journal = {IEEE Intell. Transp. Syst},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Behzadan, Vahid; Hsu, William Adversarial Exploitation of Policy Imitation Journal Article arXiv preprint arXiv:1906.01121, 2019. BibTeX | Tags: @article{behzadan2019adversarial,
title = {Adversarial Exploitation of Policy Imitation},
author = {Vahid Behzadan and William Hsu},
year = {2019},
date = {2019-01-01},
journal = {arXiv preprint arXiv:1906.01121},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Behzadan, Vahid; Hsu, William Sequential Triggers for Watermarking of Deep Reinforcement Learning Policies Journal Article arXiv preprint arXiv:1906.01126, 2019. BibTeX | Tags: @article{behzadan2019sequential,
title = {Sequential Triggers for Watermarking of Deep Reinforcement Learning Policies},
author = {Vahid Behzadan and William Hsu},
year = {2019},
date = {2019-01-01},
journal = {arXiv preprint arXiv:1906.01126},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Behzadan, Vahid; Hsu, William Analysis and Improvement of Adversarial Training in DQN Agents With Adversarially-Guided Exploration (AGE) Journal Article arXiv preprint arXiv:1906.01119, 2019. BibTeX | Tags: @article{behzadan2019analysis,
title = {Analysis and Improvement of Adversarial Training in DQN Agents With Adversarially-Guided Exploration (AGE)},
author = {Vahid Behzadan and William Hsu},
year = {2019},
date = {2019-01-01},
journal = {arXiv preprint arXiv:1906.01119},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Behzadan, Vahid; Hsu, William RL-Based Method for Benchmarking the Adversarial Resilience and Robustness of Deep Reinforcement Learning Policies Journal Article arXiv preprint arXiv:1906.01110, 2019. BibTeX | Tags: @article{behzadan2019rl,
title = {RL-Based Method for Benchmarking the Adversarial Resilience and Robustness of Deep Reinforcement Learning Policies},
author = {Vahid Behzadan and William Hsu},
year = {2019},
date = {2019-01-01},
journal = {arXiv preprint arXiv:1906.01110},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Behzadan, Vahid Security of deep reinforcement learning PhD Thesis 2019. BibTeX | Tags: @phdthesis{behzadan2019security,
title = {Security of deep reinforcement learning},
author = {Vahid Behzadan},
year = {2019},
date = {2019-01-01},
keywords = {},
pubstate = {published},
tppubtype = {phdthesis}
}
|
Bose, Avishek; Behzadan, Vahid; Aguirre, Carlos; Hsu, William H A Novel Approach for Detection and Ranking of Trendy and Emerging Cyber Threat Events in Twitter Streams Journal Article arXiv preprint arXiv:1907.07768, 2019. BibTeX | Tags: @article{bose2019novel,
title = {A Novel Approach for Detection and Ranking of Trendy and Emerging Cyber Threat Events in Twitter Streams},
author = {Avishek Bose and Vahid Behzadan and Carlos Aguirre and William H Hsu},
year = {2019},
date = {2019-01-01},
journal = {arXiv preprint arXiv:1907.07768},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2018
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Behzadan, Vahid; Munir, Arslan; Yampolskiy, Roman V A psychopathological approach to safety engineering in ai and agi Inproceedings International Conference on Computer Safety, Reliability, and Security, pp. 513–520, Springer, Cham 2018. BibTeX | Tags: @inproceedings{behzadan2018psychopathological,
title = {A psychopathological approach to safety engineering in ai and agi},
author = {Vahid Behzadan and Arslan Munir and Roman V Yampolskiy},
year = {2018},
date = {2018-01-01},
booktitle = {International Conference on Computer Safety, Reliability, and Security},
pages = {513–520},
organization = {Springer, Cham},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Papernot, Nicolas; Faghri, Fartash; Carlini, Nicholas; Goodfellow, Ian; Feinman, Reuben; Kurakin, Alexey; Xie, Cihang; Sharma, Yash; Brown, Tom; Roy, Aurko; others, Technical Report on the CleverHans v2.1.0 Adversarial Examples Library Journal Article arXiv preprint arXiv:1610.00768v6, 10 , 2018. BibTeX | Tags: @article{papernot2018technical,
title = {Technical Report on the CleverHans v2.1.0 Adversarial Examples Library},
author = {Nicolas Papernot and Fartash Faghri and Nicholas Carlini and Ian Goodfellow and Reuben Feinman and Alexey Kurakin and Cihang Xie and Yash Sharma and Tom Brown and Aurko Roy and others},
year = {2018},
date = {2018-01-01},
journal = {arXiv preprint arXiv:1610.00768v6},
volume = {10},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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Behzadan, Vahid; Munir, Arslan Adversarial reinforcement learning framework for benchmarking collision avoidance mechanisms in autonomous vehicles Journal Article arXiv preprint arXiv:1806.01368, 2018. BibTeX | Tags: @article{behzadan2018adversarial,
title = {Adversarial reinforcement learning framework for benchmarking collision avoidance mechanisms in autonomous vehicles},
author = {Vahid Behzadan and Arslan Munir},
year = {2018},
date = {2018-01-01},
journal = {arXiv preprint arXiv:1806.01368},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Behzadan, Vahid; Munir, Arslan Mitigation of Policy Manipulation Attacks on Deep Q-Networks with Parameter-Space Noise Inproceedings International Conference on Computer Safety, Reliability, and Security, pp. 406–417, Springer, Cham 2018. BibTeX | Tags: @inproceedings{behzadan2018mitigation,
title = {Mitigation of Policy Manipulation Attacks on Deep Q-Networks with Parameter-Space Noise},
author = {Vahid Behzadan and Arslan Munir},
year = {2018},
date = {2018-01-01},
booktitle = {International Conference on Computer Safety, Reliability, and Security},
pages = {406–417},
organization = {Springer, Cham},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Behzadan, Vahid; Munir, Arslan The faults in our pi stars: Security issues and open challenges in deep reinforcement learning Journal Article arXiv preprint arXiv:1810.10369, 2018. BibTeX | Tags: @article{behzadan2018faults,
title = {The faults in our pi stars: Security issues and open challenges in deep reinforcement learning},
author = {Vahid Behzadan and Arslan Munir},
year = {2018},
date = {2018-01-01},
journal = {arXiv preprint arXiv:1810.10369},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Behzadan, Vahid; Yampolskiy, Roman V; Munir, Arslan Emergence of Addictive Behaviors in Reinforcement Learning Agents Journal Article arXiv preprint arXiv:1811.05590, 2018. BibTeX | Tags: @article{behzadan2018emergence,
title = {Emergence of Addictive Behaviors in Reinforcement Learning Agents},
author = {Vahid Behzadan and Roman V Yampolskiy and Arslan Munir},
year = {2018},
date = {2018-01-01},
journal = {arXiv preprint arXiv:1811.05590},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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Behzadan, Vahid; Munir, Arslan Adversarial Exploitation of Emergent Dynamics in Smart Cities Inproceedings 2018 IEEE International Smart Cities Conference (ISC2), pp. 1–8, IEEE 2018. BibTeX | Tags: @inproceedings{behzadan2018adversarialb,
title = {Adversarial Exploitation of Emergent Dynamics in Smart Cities},
author = {Vahid Behzadan and Arslan Munir},
year = {2018},
date = {2018-01-01},
booktitle = {2018 IEEE International Smart Cities Conference (ISC2)},
pages = {1–8},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Behzadan, Vahid; Aguirre, Carlos; Bose, Avishek; Hsu, William Corpus and Deep Learning Classifier for Collection of Cyber Threat Indicators in Twitter Stream Inproceedings 2018 IEEE International Conference on Big Data (Big Data), pp. 5002–5007, IEEE 2018. BibTeX | Tags: @inproceedings{behzadan2018corpus,
title = {Corpus and Deep Learning Classifier for Collection of Cyber Threat Indicators in Twitter Stream},
author = {Vahid Behzadan and Carlos Aguirre and Avishek Bose and William Hsu},
year = {2018},
date = {2018-01-01},
booktitle = {2018 IEEE International Conference on Big Data (Big Data)},
pages = {5002–5007},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2017
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Behzadan, Vahid; Munir, Arslan Vulnerability of deep reinforcement learning to policy induction attacks Inproceedings International Conference on Machine Learning and Data Mining in Pattern Recognition, pp. 262–275, Springer, Cham 2017. BibTeX | Tags: @inproceedings{behzadan2017vulnerability,
title = {Vulnerability of deep reinforcement learning to policy induction attacks},
author = {Vahid Behzadan and Arslan Munir},
year = {2017},
date = {2017-01-01},
booktitle = {International Conference on Machine Learning and Data Mining in Pattern Recognition},
pages = {262–275},
organization = {Springer, Cham},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Behzadan, Vahid; Rekabdar, Banafsheh A game-theoretic model for analysis and design of self-organization mechanisms in IoT Inproceedings International Conference on Game Theory for Networks, pp. 74–85, Springer, Cham 2017. BibTeX | Tags: @inproceedings{behzadan2017game,
title = {A game-theoretic model for analysis and design of self-organization mechanisms in IoT},
author = {Vahid Behzadan and Banafsheh Rekabdar},
year = {2017},
date = {2017-01-01},
booktitle = {International Conference on Game Theory for Networks},
pages = {74–85},
organization = {Springer, Cham},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Behzadan, Vahid Cyber-physical attacks on uas networks-challenges and open research problems Journal Article arXiv preprint arXiv:1702.01251, 2017. BibTeX | Tags: @article{behzadan2017cyber,
title = {Cyber-physical attacks on uas networks-challenges and open research problems},
author = {Vahid Behzadan},
year = {2017},
date = {2017-01-01},
journal = {arXiv preprint arXiv:1702.01251},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Behzadan, Vahid; Nourmohammadi, Amin; Gunes, Mehmet; Yuksel, Murat On Fighting Fire with Fire: Strategic Destabilization of Terrorist Networks Inproceedings Proceedings of the 2017 $$IEEE/ACM$$ International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31 – August 03, 2017, pp. 1120–1127, 2017. BibTeX | Tags: @inproceedings{behzadan2017fighting,
title = {On Fighting Fire with Fire: Strategic Destabilization of Terrorist Networks},
author = {Vahid Behzadan and Amin Nourmohammadi and Mehmet Gunes and Murat Yuksel},
year = {2017},
date = {2017-01-01},
booktitle = {Proceedings of the 2017 $$IEEE/ACM$$ International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31 – August 03, 2017},
pages = {1120–1127},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Behzadan, Vahid; Munir, Arslan Models and Framework for Adversarial Attacks on Complex Adaptive Systems Journal Article arXiv preprint arXiv:1709.04137, 2017. BibTeX | Tags: @article{behzadan2017models,
title = {Models and Framework for Adversarial Attacks on Complex Adaptive Systems},
author = {Vahid Behzadan and Arslan Munir},
year = {2017},
date = {2017-01-01},
journal = {arXiv preprint arXiv:1709.04137},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Behzadan, Vahid; Munir, Arslan Whatever does not kill deep reinforcement learning, makes it stronger Journal Article arXiv preprint arXiv:1712.09344, 2017. BibTeX | Tags: @article{behzadan2017whatever,
title = {Whatever does not kill deep reinforcement learning, makes it stronger},
author = {Vahid Behzadan and Arslan Munir},
year = {2017},
date = {2017-01-01},
journal = {arXiv preprint arXiv:1712.09344},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2016
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Bhunia, Suman; Behzadan, Vahid; Regis, Paulo Alexandre; Sengupta, Shamik Adaptive beam nulling in multihop ad hoc networks against a jammer in motion Journal Article Computer Networks, 109 , pp. 50–66, 2016. BibTeX | Tags: @article{bhunia2016adaptive,
title = {Adaptive beam nulling in multihop ad hoc networks against a jammer in motion},
author = {Suman Bhunia and Vahid Behzadan and Paulo Alexandre Regis and Shamik Sengupta},
year = {2016},
date = {2016-01-01},
journal = {Computer Networks},
volume = {109},
pages = {50–66},
publisher = {Elsevier},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Behzadan, Vahid Real-time inference of topological structure and vulnerabilities for adaptive jamming against covert ad hoc networks PhD Thesis 2016. BibTeX | Tags: @phdthesis{behzadan2016real,
title = {Real-time inference of topological structure and vulnerabilities for adaptive jamming against covert ad hoc networks},
author = {Vahid Behzadan},
year = {2016},
date = {2016-01-01},
keywords = {},
pubstate = {published},
tppubtype = {phdthesis}
}
|
Fissel, Lauren; Breitmeyer, Ronald J Evaluation of Uncertainty for Soil Water Characteristic Curve Measurements and the Implications for Predicting the Hydro-Mechanical Behavior of Unsaturated Soils Incollection Geotechnical Frontiers 2017, pp. 579–588, 2016. BibTeX | Tags: @incollection{fissel2016evaluation,
title = {Evaluation of Uncertainty for Soil Water Characteristic Curve Measurements and the Implications for Predicting the Hydro-Mechanical Behavior of Unsaturated Soils},
author = {Lauren Fissel and Ronald J Breitmeyer},
year = {2016},
date = {2016-01-01},
booktitle = {Geotechnical Frontiers 2017},
pages = {579–588},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
|
2015
|
Bhunia, Suman; Behzadan, Vahid; Regis, Paulo Alexandre; Sengupta, Shamik Performance of adaptive beam nulling in multihop ad-hoc networks under jamming Inproceedings 2015 IEEE 17th International Conference on High Performance Computing and Communications, 2015 IEEE 7th International Symposium on Cyberspace Safety and Security, and 2015 IEEE 12th International Conference on Embedded Software and Systems, pp. 1236–1241, IEEE 2015. BibTeX | Tags: @inproceedings{bhunia2015performance,
title = {Performance of adaptive beam nulling in multihop ad-hoc networks under jamming},
author = {Suman Bhunia and Vahid Behzadan and Paulo Alexandre Regis and Shamik Sengupta},
year = {2015},
date = {2015-01-01},
booktitle = {2015 IEEE 17th International Conference on High Performance Computing and Communications, 2015 IEEE 7th International Symposium on Cyberspace Safety and Security, and 2015 IEEE 12th International Conference on Embedded Software and Systems},
pages = {1236–1241},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Bhunia, Suman; Behzadan, Vahid; Sengupta, Shamik Enhancement of spectrum utilization in non-contiguous dsa with online defragmentation Inproceedings MILCOM 2015-2015 IEEE Military Communications Conference, pp. 432–437, IEEE 2015. BibTeX | Tags: @inproceedings{bhunia2015enhancement,
title = {Enhancement of spectrum utilization in non-contiguous dsa with online defragmentation},
author = {Suman Bhunia and Vahid Behzadan and Shamik Sengupta},
year = {2015},
date = {2015-01-01},
booktitle = {MILCOM 2015-2015 IEEE Military Communications Conference},
pages = {432–437},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2011
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Ebrahimi, Mohammad Sadegh; Daraei, Mohammad Hossein; Behzadan, Vahid; Khajooeizadeh, Anahid; Behrostaghi, Shervin Ardeshir; Tajvidi, Milad A novel utilization of cluster-tree wireless sensor networks for situation awareness in smart grids Inproceedings 2011 IEEE PES Innovative Smart Grid Technologies, pp. 1–5, IEEE 2011. BibTeX | Tags: @inproceedings{ebrahimi2011novel,
title = {A novel utilization of cluster-tree wireless sensor networks for situation awareness in smart grids},
author = {Mohammad Sadegh Ebrahimi and Mohammad Hossein Daraei and Vahid Behzadan and Anahid Khajooeizadeh and Shervin Ardeshir Behrostaghi and Milad Tajvidi},
year = {2011},
date = {2011-01-01},
booktitle = {2011 IEEE PES Innovative Smart Grid Technologies},
pages = {1–5},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|