Talks

Workshop on Systems Challenges in Reliable and Secure Federated Learning, Co-located with ACM SOSP 2021
Multi-stakeholder state of Machine Learning (Keynote Speaker)

ACM Middleware’20, Delft, Netherlands, (Virtual conference), Dec 2020
secureTF: A Secure TensorFlow Framework

AI Innovation Days 2020, Fraunhofer, Dresden, Germany, (Virtual event), Sept 2020
Secure Multi-Stakeholder Machine Learning

SGX-day, Intel Labs, Hillsboro, Oregon, USA, July 2019
SCONE: Secure Container Technology and Secrets Management

Invited talk, T-Systems MMS, Dresden, Germany, May 2019
SCONE: Secure Container Technology and Secrets Management

Invited lecture, Japanese OS workshop, Hakodate Hokkaido, Japan, March 2019
SCONE: Secure Container Technology and Secrets Management (Keynote Speaker)

Intel Labs, Hillsboro, Oregon, USA, Oct 2018
Secure Privacy-preserving Data Processing in Untrusted Clouds: SCONE Platform and SGX-PySpark

IEEE 5G Summit’18, Dresden, Germany, Sept 2018
SCONE-PySpark: Secure and Privacy-preserving Data Analytics (Demo)

POSTECH, Pohang, Gyeongsangbuk-do, South Korea, Mar 2018
Approximate Computing for Stream Analytics

KAIST, Daejeon, South Korea, Mar 2018
StreamApprox: Approximate Computing for Stream Analytics

USENIX Middleware’17, Las Vegas, Nevada, USA, Dec 2017
StreamApprox: Approximate Computing for Stream Analytics

Spark Summit’17, Dublin, Ireland, Oct 2017
StreamApprox: Approximate Computing for Stream Analytics using Spark Streaming

Flink Forward’17, Berlin, Germany, Sept 2017
StreamApprox: Approximate Computing for Stream Analytics using Apache Flink

USENIX ATC’17, Santa Clara, CA, USA, July 2017
PrivApprox: Privacy-Preserving Stream Analytics

Nokia Bell Labs, Stuttgart, Germany, Dec 2016
Approximate Computing for Stream Analytics

IEEE CLOUD’15, New York, USA, July 2015
UniCrawl: A Practical Geographically Distributed Web Crawlers

IEEE CLOUD’15, New York, USA, July 2015
Scalable Network Traffic Analytics Using Distributed Support Vector Machines

IEEE FICLOUD’14, Barcelona, Spain, Aug 2014
DoLen: User-side multi-cloud application monitoring

IEEE UCC’13, Dresden, Germany, Dec 2013
Scalable and Real-Time Deep Packet Inspection