Mimicry Resilient Program Behavior Modeling with LSTM based Branch Models, DEEP LEARNING AND SECURITY WORKSHOP, May2018 > International Papers

[AI Security] Mimicry Resilient Program Behavior Modeling with LSTM based Branch Models, DEEP LEARNING AND SECURITY WORKSHOP, May2018

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Mimicry Resilient Program Behavior Modeling with LSTM based Branch Models, Hayoon Yi, Gyuwan Kimy, Jangho Leey, Sunwoo Ahn, Younghan Lee, Sungroh Yoon, Yunheung Paek, DEEP LEARNING AND SECURITY WORKSHOP 2018

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International Papers

AI Security LSTM-Based System-Call Language Modeling and Robust Ensemble Method for Designing Host-Based Intrusion Detection Systems, arXiv preprint arXiv:1611.01726, Nov 2016

SW Security A Survey and Design of a Scalable Mobile Edge Cloud Platform for the Smart IoT Devices and It’s Applications, International Conference on Computer Science and its Applications, 694-698, Nov 2016

HW Security A Hardware-based Technique for Efficient Implicit Information Flow Tracking, International Conference on Computer Aided Design (ICCAD), Nov. 2016 (Acceptance rate: 23%)

Mobile Cloud Computing Optimization Techniques to Enable Execution Offloading for 3D Video Games, Multimedia Tools and Applications(MTAP), Jul 2016

Application Specific Architectures Development of Custom Digital Signal Processor for Finger Recognition Vision Application, International Conference on Ubiquitous Computing Application and Wireless Sensor Network, Jul 2016

SW Security Instant OS Updates via Userspace Checkpoint-and-Restart, USENIX Annual Technical Conference (ATC), June 2016

SW Security Hardware-Assisted On-Demand Hypervisor Activation for Efficient Security Critical Code Execution on Mobile Devices, USENIX Annual Technical Conference(ATC), Jun 2016 (Acceptance rate: 19%)

HW Security Architectural Supports to Protect OS Kernels from Code-Injection Attacks Hardware and Architectural Support for Security and Privacy (HASP), Jun 2016

HW Security A Hardware-based Technique for Efficient Implicit Information Flow Tracking, Design Automation Conference (DAC) WIP, Jun 2016

HW Security HDFI: Hardware-Assisted Data-flow Isolation, IEEE S&P , May 2016 (Acceptance rate: 13.3%)

SW Security TrackMeOrNot: Enabling Flexible Control on Web Tracking, International Conference on World Wide Web (WWW), April 2016

HW Security Integration of ROP/JOP Monitoring IPs in an ARM-based SoC Design Automation and Test in Europe Conference and Exhibition (DATE), Mar 2016 (Acceptance rate: 24%)

Mobile Cloud Computing Energy-Reduction Offloading Technique for Streaming Media Servers, Mobile Information Systems, Mar 2016

SW Security Enforcing Kernel Security Invariants with Data Flow Integrity, Network and Distributed System Security Symposium (NDSS), Feb 2016

Application Specific Architectures Software-based Selective Validation Techniques for Robust CGRAs against Soft Errors, Transactions on Embedded Computing Systems, VOL.15, NO.20, Feb 2016

HW Security 3D User Signature System Using Location Tracking Techniques, Global IT Conference, Jan 2016

Mobile Cloud Computing Energy Consumption Reduction Technique on Smart Devices for Communication-intensive Applications, Ubiquitous Information Techniques and Applications(CUTE), Dec 2015

Mobile Cloud Computing An Effective Cloud Solution to Ensure the Integrity of Mobile Application via Execution Offloading, International Conference on Network, Communication and Computing(ICNCC), Dec 2015

Application Specific Architectures Scalable Application Mapping for SIMD Reconfigurable Architecture, JOURNAL OF SEMICONDUCTOR TECHNOLOGY AND SCIENCE, VOL.15, NO.6, JSTS, Dec 2015

HW Security The new real-time debug interface for efficient code reuse attack detection, 2015 International SoC Design Conference (ISOCC), 93-94, Nov 2015