WebJan 10, 2024 · In finance and investing, diversification is a popular term for mitigating risk by dividing one’s investments between a variety of asset classes and investment … WebMotivated by the transformative impact of deep neural networks (DNNs) in various domains, researchers and anti-virus vendors have proposed DNNs for malware detection from raw bytes that do not require manual feature engineering. In this work, we propose an attack that interweaves binary-diversification techniques and optimization frameworks to mislead …
Malware Makeover: Breaking ML-based Static Analysis by …
WebOct 7, 2024 · Diversification definition and examples. Diversification is a common investment strategy that entails buying different types of investments to reduce the risk of … WebJan 5, 2010 · This paper describes a Diversification-Driven Tabu Search (D 2 TS) algorithm for solving unconstrained binary quadratic problems. D 2 TS is distinguished by the introduction of a perturbation-based diversification strategy guided by long-term memory. The performance of the proposed algorithm is assessed on the largest … porsche taycan charger installation
A novel binary greater cane rat algorithm for feature selection
WebMay 19, 2024 · Abstract. Code diversification techniques are popular code-reuse attacks defense. The majority of code diversification research focuses on analyzing non-functional properties, such as whether the technique improves security. This paper provides a methodology to verify functional equivalence between the original and a diversified binary. WebDec 16, 2024 · The first full-fledged malware evasion pipeline for WebAssembly, based on a state-of-the-art binary diversification. A systematic evaluation of our evasion pipeline, including effectiveness, performance, and correctness. We show that it can break the strong detection baseline provided by VirusTotal. WebSep 30, 2010 · Sister clade analyses have been widely used for detecting correlates of diversification for binary traits (e.g., Mitter et al. 1988, Heilbuth 2000, Vamosi and Vamosi 2005). These require that clades are characterized by a single character state and assume that all lineages within the clade have taken this value for the majority of its ... porsche taycan charging