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Py学习  »  机器学习算法

2020 CCS workshop:机器学习隐私安全实践研讨会日程

格密链 • 5 年前 • 632 次点击  


Program
(All times are in the Eastern Timezone ET)






Schedule  

09:20 - 09:30Welcome
Yinqian Zhang and Radu Sion


Keynote I  


09:30 - 10:15Thomas Ristenpart
Associate Professor at Cornell Tech and the Department of Computer Science, Cornell University
Title: TBD
Abstract: TBD
Bio: TBD


10:15 - 10:20Virtual Coffee Break (5 minutes)


Session 1: LEARNING AND PRIVACYChair: TBA   

10:20 - 11:40Privacy-preserving Voice Analysis via Disentangled Representations , Ranya Aloufi , Imperial College London , Hamed Haddadi , Imperial College London , David Boyle , Imperial College London


Not one but many Tradeoffs: Privacy Vs. Utility in Differentially Private Machine Learning , Benjamin Zi Hao Zhao , University of New South Wales and Data61 CSIRO , Mohamed Ali Kaafar , Macquarie University , Nicolas Kourtellis , Telefonica R&D


Tiki-Taka: Attacking and Defending Deep Learning-based Intrusion Detection Systems , Chaoyun Zhang , The University of Edinburgh , Xavier Costa-Perez , NEC Laboratories Europe , Paul Patras , The University of Edinburgh


GANRED: GAN-based Reverse Engineering of DNNs via Cache Side-Channel , Yuntao Liu , University of Maryland, College Park , Ankur Srivastava , University of Maryland, College Park

11:40 - 11:45Virtual Coffee Break (5 minutes)


Keynote II  


11:45 - 12:30Xiaoning Li
Chief Security Architect, Director of Cloud Security Research at Alibaba Cloud
Title: Building Hardware Assisted Trusted Computing Architecture on Public Cloud
Abstract: In public cloud environment, how to protect user data and execution environment is always challenges. In 2018, We defined a hardware assited trusted computing architecture including key components from platform/hardware components root of trust to system trust chain and trusted exeuction environment. Each component solves different challenges and enforces security, and we also released a series of products to help customer build same architecture on public cloud. In this talk, we will discuss latest progress and future challenges.
Bio: Xiaoning Li is chief security architect at Alibaba cloud , initiated Alibaba encrypted computing technology to enable confidential computing on public cloud and drives Alibaba cloud trusted computing and confidential computing strategy and products/solutions. Previously he was a Security Researcher and Architect at Intel Labs. Focused on analyzing/detecting/preventing 0 day/malware with existing/new processor features. For the past 10+ years, his work has been focusing on both hardware/software security system co-design and advanced threat research. Li holds 20+ grant/filling patents in security areas, including processor/system security, and has published more than 20+ conference/invited talks, including BlackHat, CanSecWest, ShmooCon, Source, etc.


12:30 - 12:35Virtual Coffee Break (5 minutes)


Session 2: HOSTING AND CONFINEMENTChair: TBA   

12:35 - 13:55Co-residency Attacks on Containers are Real , Sushrut Shringarputale , Microsoft , Patrick McDaniel , Penn State University , Kevin Butler , University of Florida , Thomas La Porta , Penn State University


Towards Enabling Secure Web-based Cloud Services using Client-side Encryption , Martin Johns , Technische Universitaet Braunschweig , Alexandra Dirksen , Technische Universitaet Braunschweig


MARTINI: Memory Access Traces to Detect Attacks , Yujun Qin , University of Michigan , Samuel Gonzalez , University of Michigan , Kevin Angstadt , St. Lawrence University , Xiaowei Wang , University of Michigan , Stephanie Forrest , Arizona State University , Reetuparna Das , University of Michigan , Kevin Leach , University of Michigan , Westley Weimer , University of Michigan


bpfbox: Simple Precise Process Confinement with eBPF , William Findlay , Carleton University , Anil Somayaji , Carleton University , David Barrera , Carleton University

13:55 - 14:00Virtual Coffee Break (5 minutes)


Keynote III  


14:00 - 14:45David Kaplan
Security Architecture Fellow at AMD
Title: Confidential Computing with AMD SEV-SNP
Abstract: TBD
Bio: David Kaplan is a Fellow at AMD who focuses on developing new security technologies across the AMD product line as part of the Security Architecture Research and Development center. He is the lead architect for the AMD memory encryption features like SEV and has worked on both CPU and SOC level security features for the last 8 years. David has over 13 years of experience at AMD, has filed over 40 patents in his career so far, and spoken at events including Linux Security Summit, ISCA, and CCC.


14:45 - 14:50Virtual Coffee Break (5 minutes)


Session 3: CRYPTO AND BEYONDChair: TBA   

14:50 - 16:10Homomorphic string search with constant multiplicative depth  , Charlotte Bonte , imec-COSIC, KU Leuven , Ilia Iliashenko , imec-COSIC, KU Leuven , ,


Short-Lived Forward-Secure Delegation for TLS , Lukas Alber , Graz University of Technology , Stefan More , Graz University of Technology , Sebastian Ramacher , Austrian Institute of Technology


On the Detection of Disinformation Campaign Activity with Network Analysis , Luis Vargas , University of Florida , Patrick Emami , University of Florida , Patrick Traynor , University of Florida


The Sound of Silence: Mining Security Vulnerabilities from Secret Integration Channels in Open-Source Projects , Ralf Ramsauer , OTH Regensburg , Lukas Bulwahn , BMW AG , Daniel Lohmann , University of Hanover , Wolfgang Mauerer , OTH Regensburg

16:10 - 16:15Virtual Coffee Break (5 minutes)


Keynote IV  


16:15 - 17:00Hany Farag
Engineering Manager at Google
Title: TBD
Abstract: TBD
Bio: Hany is on the Production Security team in Google's Cloud division.


17:00 - 17:05Virtual Coffee Break (5 minutes)


Session 4: BLITZ TALKSChair: TBA   

17:05 - 18:25Verifpal: Cryptographic Protocol Analysis for the Real World , Nadim Kobeissi , Symbolic Software , Georgio Nicolas , Symbolic Software , Mukesh Tiwari , University of Melbourne


Following the Pebble Trail: Extending Return-Oriented Programming to RISC-V , Bogdan Pavel Deac , Technical University of Cluj-Napoca , Adrian Colesa , Technical University of Cluj-Napoca


Non-Interactive Cryptographic Access Control for Secure Outsourced Storage , Wei Yuan , Jilin University


Together We Can Fool Them: A Distributed Black-Box Adversarial Attack Based on Multi-Group Particle Swarm Optimization , Naufal Suryanto , Pusan National University , Hyoeun Kang , Pusan National University , Yongsu Kim , Pusan National University , Youngyeo Yun , Pusan National University , Harashta Tatimma Larasati , Pusan National University , Howon Kim , Pusan National University


Securing Classifiers Against Both White-Box and Black-Box Attacks using Encrypted-Input Obfuscation , Giovanni Di Crescenzo , Perspecta Labs , Kurt Rohloff , New Jersey Institute of Technology , Lisa Bahler , Perspecta Labs , Brian Coan , Applied Communication Sciences , Yuriy Polyakov , Duality Technologies , Dave Cousins , BBN Technologies

18:25Conclusion  



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