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Adversarial Machine Learning in Recommender Systems
ACM SIGIR Forum, 2023Recommender systems are ubiquitous. Our digital lives are influenced by their use when, for instance, we select the news to read, the product to buy, the friend to connect with, and the movie to watch. While enormous academic research efforts have been mainly focused on getting high-quality recommendations to reach maximum user satisfaction, little ...
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Understanding the influence of adversaries in distributed systems
2015 54th IEEE Conference on Decision and Control (CDC), 2015Transitioning from a centralized to a distributed decision-making strategy can create vulnerability to adversarial manipulation. We study the potential for adversarial manipulation in a class of graphical coordination games where the adversary can pose as a friendly agent in the game, thereby directly influencing the decision-making rules of a subset ...
Holly P. Borowski, Jason R. Marden
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System identification in the presence of adversarial outputs
2016 IEEE 55th Conference on Decision and Control (CDC), 2016We consider the problem of system identification of linear time invariant systems when some of the sensor measurements are changed by a malicious adversary. We treat adversaries as omniscient and impose no restrictions (statistical or otherwise) on how they can alter the measurements of the sensors under attack.
Mehrdad Showkatbakhsh +2 more
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The Adversary System: Role of the Forensic Toxicologist
Journal of Forensic Sciences, 1973Abstract It is most interesting to note that toxicology in general has become a very popular and paramount science in the last decade. Stimulated by man's concern with adverse health effects—specifically, drugs and alcohol, air pollution, water pollution, etc.—toxicology has become a common household word, although it continues to be ...
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A systems-level understanding of adversarial behaviour
International Journal of Intelligent Defence Support Systems, 2012Modelling behaviour related to the perpetration of improvised explosive devices is extremely complex. Behavioural aspects range from those who create a plan to those who gather supplies for developing the devices to those who passively look the other way.
Lora Weiss +5 more
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Private Forensic Toxicology: The Adversary System
Clinical Toxicology, 1977(1977). Private Forensic Toxicology: The Adversary System. Clinical Toxicology: Vol. 10, No. 2, pp. 185-208.
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Expert Evidence, the Adversary System, and the Jury
American Journal of Public Health, 2005Many assertions have been made about the competence of juries in dealing with expert evidence. I review the types of expert evidence that jurors hear and the impact of adversary legal procedure on the form and manner in which evidence is presented.
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The Adversary System: Role of the Forensic Pathologist
Journal of Forensic Sciences, 1973Abstract Since antiquity dead human bodies have been subject to examination under exceptional conditions. Thus, we note that the body of Julius Caesar, murdered in 44 B.C., was examined by the physician Antistius. A stab wound had penetrated his thoracic cavity whereas the remaining twenty-two wounds were designated as nonfatal in type ...
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Adversarial Machine Learning for Network Intrusion Detection Systems: A Comprehensive Survey
IEEE Communications Surveys and Tutorials, 2023Ke He +2 more
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