negotiable
发表于 2025-3-23 13:05:04
Introductionomous vehicles . Although ML models have been ubiquitously deployed to make life easier, not all of the algorithms have been vetted enough to ensure their safety, which is an often neglected aspect when designing solutions.
障碍
发表于 2025-3-23 14:11:24
Background by defining the origin of malicious applications to understand their impact. Next, we present the PE format, which is the type of binary that we use as an input object during our experimental evaluation. We then explore AML and review the literature, starting with early implementations in the secur
腐烂
发表于 2025-3-23 20:57:52
FAMEaluation (FAME) , which can be observed in Fig. 1.1 under a homonymous name. We define the notation and threat model for our research by describing the adversary’s knowledge, objectives, and capabilities. Since the requirements vary depending on the attack settings, they will be presented indi
恶心
发表于 2025-3-24 01:46:41
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幻影
发表于 2025-3-24 03:20:13
Generative Adversarial Netsn order to optimize opposite goals in a zero-sum game framework. Although in this scenario one network profits from the other’s loss, GANs become better at their predictions by means of cooperation rather than competitiveness. The generator learns the statistics from the training set to produce new
无聊的人
发表于 2025-3-24 07:10:46
Comparison of Strategiesunderstand the advantages and disadvantages of each strategy. As depicted in Fig. 1.1, our goal is to create an initial benchmark to evaluate adversarial examples in the context of malware using PE files. Notably, since gradient-based approaches (i.e., GRIPE in Chapter 8) and GAN attacks (i.e., GAIN
STANT
发表于 2025-3-24 14:01:13
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FUME
发表于 2025-3-24 18:30:03
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Traumatic-Grief
发表于 2025-3-24 22:16:41
nd the interaction of polarized radiation with natural scenes and to search for useful discriminants to classify targets at a distance. In order to study the polarization response of various targets, the matrix models (i.e., 2 × 2 coherent Jones and Sinclair and 4 × 4 average power density Mueller (
Occupation
发表于 2025-3-25 01:26:50
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