Výsledky vyhledávání - "Kotak, Jaidip"

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The Adversarial Implications of Variable-Time Inference

Autor: Biton, Dudi, Misra, Aditi, Levy, Efrat, Kotak, Jaidip, Bitton, Ron, Schuster, Roei, Papernot, Nicolas, Elovici, Yuval, Nassi, Ben

Machine learning (ML) models are known to be vulnerable to a number of attacks that target the integrity of their predictions or the privacy of their training data. To carry out these attacks, a black-box adversary must typically possess the ability

Externí odkaz: http://arxiv.org/abs/2309.02159

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IoT Device Identification Based on Network Communication Analysis Using Deep Learning

Autor: Kotak, Jaidip, Elovici, Yuval

Attack vectors for adversaries have increased in organizations because of the growing use of less secure IoT devices. The risk of attacks on an organization's network has also increased due to the bring your own device (BYOD) policy which permits emp

Externí odkaz: http://arxiv.org/abs/2303.12800

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The Threat of Offensive AI to Organizations

Autor: Mirsky, Yisroel, Demontis, Ambra, Kotak, Jaidip, Shankar, Ram, Gelei, Deng, Yang, Liu, Zhang, Xiangyu, Lee, Wenke, Elovici, Yuval, Biggio, Battista

AI has provided us with the ability to automate tasks, extract information from vast amounts of data, and synthesize media that is nearly indistinguishable from the real thing. However, positive tools can also be used for negative purposes. In partic

Externí odkaz: http://arxiv.org/abs/2106.15764

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IoT Device Identification Using Deep Learning

Autor: Kotak, Jaidip, Elovici, Yuval

The growing use of IoT devices in organizations has increased the number of attack vectors available to attackers due to the less secure nature of the devices. The widely adopted bring your own device (BYOD) policy which allows an employee to bring a

Externí odkaz: http://arxiv.org/abs/2002.11686

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Memory Forensic Analysis of MQTT Devices

Autor: Shah, Anal, Rajdev, Palak, Kotak, Jaidip

Internet of Things is revolutionizing the current era with its vast usage in number of fields such as medicine, automation, home security, smart cities, etc. As these IoT devices' uses are increasing, the threat to its security and to its application

Externí odkaz: http://arxiv.org/abs/1908.07835

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