Titlebook: Cyber Security Cryptography and Machine Learning; First International Shlomi Dolev,Sachin Lodha Conference proceedings 2017 Springer Inter

獨(dú)輪車

河潭

Supervised Detection of Infected Machines Using Anti-virus Induced Labels,t for identifying malware. Using this training set, our detector is able to automatically detect complex and dynamic patterns of suspicious machine behavior and issue high-quality security alerts. We believe that our approach can be used for providing a detection scheme that complements signature-based detection and is harder to circumvent.

FRET

羅盤

Stylometric Authorship Attribution of Collaborative Documents,ce. Additionally, we perform authorship attribution of pre-segmented text from the Wikia dataset, and show that while this performs better than multi-label learning it requires large amounts of data to be successful.

使苦惱

不再流行

Scalable Attack Path Finding for Increased Security,ng and eliminating optimal attacker paths. Results on an attack graph extracted from a network of a real organization with more than 300 hosts and 2400 vulnerabilities show that using the proposed graph reductions can improve the search time by a factor of 4 while maintaining the quality of the results.

Coma704