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Short Topics in System Administration Series
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Title
Conference
Speaker(s)
Edge Inference on Unknown Models at Adobe Target
OpML '20
Georgiana Copil, Iulian Radu, Akash Maharaj
"SECRETS ARE LIES, SHARING IS CARING, PRIVACY IS THEFT." - A Dive into Privacy Preserving Machine Learning
OpML '20
Nahid Farhady Ghalaty, Vincent Pham
Rise of the Machines: Removing the Human-in-the-Loop
OpML '20
Viral Gupta, Yunbo Ouyang
Runway - Model Lifecycle Management at Netflix
OpML '20
Eugen Cepoi, Liping Peng
Cluster Serving: Distributed Model Inference using Big Data Streaming in Analytics Zoo
OpML '20
Jiaming Song, Dongjie Shi, Qiyuan Gong, Lei Xia, Jason Dai
Managing ML Models @ Scale - Intuit’s ML Platform
OpML '20
Srivathsan Canchi, Tobias Wenzel
Automating Operations with ML
OpML '20
Todd Underwood, Steven Ross
SPOK - Managing ML/Big Data Spark Workloads at scale on Kubernetes
OpML '20
Nagaraj Janardhana, Mikhail Arov
How ML Breaks: A Decade of Outages for One Large ML Pipeline
OpML '20
Daniel Papasian, Todd Underwood
ML Artifacts Ownership Enforcement
OpML '20
Yan Yan
Scalable AutoML for Time Series Forecasting using Ray
OpML '20
Shengsheng Huang, Jason Dai
End-to-End Data Science on GPUs with RAPIDS
OpML '20
John Zedlewski
Inside NVIDIA’s AI Infrastructure for Self-driving Cars
OpML '20
Clement Farabet, Nicolas Koumchatzky
Hardware Security Is Hard: How Hardware Boundaries Define Platform Security
WOOT '20
Alex Matrosov
OS Security Is Hard: Why All the Fuzzers in the World Won't Change the Way Platform Security Is Failing Us
WOOT '20
Alex Ionescu
When Is a Proof Actually Not?
WOOT '20
Vanessa Teague
On Design and Enhancement of Smart Grid Honeypot System for Practical Collection of Threat Intelligence
CSET '20
Daisuke Mashima, Derek Kok, Wei Lin, Muhammad Hazwan, Alvin Cheng
Bridging Missing Gaps in Evaluating DDoS Research
CSET '20
Lumin Shi, Samuel Mergendahl, Devkishen Sisodia, Jun Li
Historical Analysis of Exploit Availability Timelines
CSET '20
Allen D. Householder, Jeff Chrabaszcz, Trent Novelly, David Warren, Jonathan M. Spring
Expansion of ICS Testbed for Security Validation based on MITRE ATT&CK Techniques
CSET '20
Seungoh Choi, Jongwon Choi, Jeong-Han Yun, Byung-Gil Min, HyoungChun Kim
UBCIS: Ultimate Benchmark for Container Image Scanning
CSET '20
Shay Berkovich, Jeffrey Kam, Glenn Wurster
HAI 1.0: HIL-based Augmented ICS Security Dataset
CSET '20
Hyeok-Ki Shin, Woomyo Lee, Jeong-Han Yun, HyoungChun Kim
Towards Adversarial Phishing Detection
CSET '20
Thomas Kobber Panum, Kaspar Hageman, René Rydhof Hansen, Jens Myrup Pedersen
Representativeness in the Benchmark for Vulnerability Analysis Tools (B-VAT)
CSET '20
Kayla Afanador, Cynthia Irvine
Toward Orchestration of Complex Networking Experiments
CSET '20
Alefiya Hussain, Prateek Jaipuria, Geoff Lawler, Stephen Schwab, Terry Benzel
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