ML Attack Models: Adversarial Attacks and Data Poisoning Attacks
Many state-of-the-art ML models have outperformed humans in various tasks such as image classification. With such outstanding performance, ML models are widely used today. However, the existence of adversarial attacks and data poisoning attacks really questions the robustness of ML models. For instance, Engstrom et al.
Jing Lin +3 more
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Review of the Study on High-angle-of-attack Flight Problems of Aircraft
The close combat in air battle is still inevitable in future.The accurate and agile nose-pointing capability at high-angle-of-attack is still essential and significant for fighter to survive and gain air superiority.According to the high-angle-of-attack ...
ZHANG Zijun +3 more
doaj +1 more source
Modeling and detection of complex attacks [PDF]
A complex attack is a sequence of temporally and spatially separated legal and illegal actions each of which can be detected by various IDS but as a whole they constitute a powerful attack. IDS fall short of detecting and modeling complex attacks therefore new methods are required.
Seyit Ahmet Çamtepe, Bülent Yener
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Survey on Architectural Attacks: A Unified Classification and Attack Model
According to the World Economic Forum, cyberattacks are considered as one of the most important sources of risk to companies and institutions worldwide. Attacks can target the network, software, and/or hardware. Over the years, much knowledge has been developed to understand and mitigate cyberattacks.
Tara Ghasempouri +4 more
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An evolutionary approach to modelling concrete degradation due to sulphuric acid attack [PDF]
Concrete corrosion due to sulphuric acid attack is known to be one of the main contributory factors for degradation of concrete sewer pipes. This paper proposes to use a novel data mining technique, namely, evolutionary polynomial regression (EPR), to ...
Alani, Amir M. +5 more
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An Understanding of the Vulnerability of Datasets to Disparate Membership Inference Attacks
Recent efforts have shown that training data is not secured through the generalization and abstraction of algorithms. This vulnerability to the training data has been expressed through membership inference attacks that seek to discover the use of ...
Hunter D. Moore +2 more
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System-Level Dependability Analysis of Bitcoin under Eclipse and 51% Attacks
Bitcoin is an electronic cryptocurrency developed based on Blockchain technology. With its decentralized feature, it has become incredibly popular since its invention.
Chencheng Zhou +3 more
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An Overview on Denial-of-Service Attacks in Control Systems: Attack Models and Security Analyses
In this paper, we provide an overview of recent research efforts on networked control systems under denial-of-service attacks. Our goal is to discuss the utility of different attack modeling and analysis techniques proposed in the literature for ...
Ahmet Cetinkaya +2 more
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Multiple coexistence equilibria in a two parasitoid-one host model [PDF]
Briggs et al. (1993) introduced a host-parasitoid model for the dynamics of a system with two parasitoids that attack different juvenile stages of a common host.
Pfab, Ferdinand +5 more
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Formal modeling and security analysis method of security protocol based on CPN
To solve the problem of modeling and analyzing with colored Petri net (CPN), which was determining vulnerabilities in hole location but couldn’t identify any attack path, and the problem of when the introduction of the attacker model, the number of ...
Xiang GONG, Tao FENG, Jinze DU
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