深度学习在流量识别中的应用.pdf

深度学习 在流量识别中的应用 王占一 2015.9.30 Black Hat 2015参会议题 – The Applications of Deep Learning on Traffic Identification Black Hat 2015 • 2015.08.01-08.06 • Las Vegas, NV Black Hat 2015大数据与机器学习相关议题 Black Hat 2015大数据与机器学习相关议题 Title Speaker Data-Driven Threat Intelligence: Metrics on Indicator Dissemination and Sharing Alex Pinto Why Security Data Science Matters and How It’s Different: Pitfalls and Promises of Joshua Saxe Data Science Based Breach Detection and Threat Intelligence Graphic Content Ahead: Towards Automated Scalable Analysis of Graphical Images Alex Long Embedded in Malware Distributing the Reconstruction of High-Level Intermediate Representation for Large Rodrigo Scale Malware Analysis Branco Securing Your Big Data Environment Ajit Gaddam Defeating Machine Learning: What Your Security Vendor is Not Telling You Bob Klein From False Positives to Actionable Analysis: Behavioral Intrusion Detection, Joseph Zadeh Machine Learning, and the SOC The Applications of Deep Learning on Traffic Identification Zhanyi Wang Zachary Hanif Internet-Scale File Analysis Tamas Deep Learning on Disassembly