Search results
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Replication: On the Ecological Validity of Online Security Developer Studies: Exploring Deception in a Password-Storage Study with Freelancers
negotiations with ethical oversight bodies. In this paper, we take a closer look at the deception used in ...admin - November 28, 2021 - 10:34 am
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DLSpec: A Deep Learning Task Exchange Specification
Abdul Dakkak and Cheng Li, University of Illinois at Urbana-Champaign; Jinjun Xiong, IBM; Wen-mei Hwu, University of Illinois at Urbana-Champaign Deep Learning (DL) innovations are being introduced at a rapid pace. However, the current lack of standard sp ...admin - November 28, 2021 - 2:40 pm
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Detecting Feature Eligibility Illusions in Enterprise AI Autopilots
we address is how to take customers to that stage, and in this paper we focus on a specific aspect of ...admin - November 28, 2021 - 2:40 pm
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An Experimentation and Analytics Framework for Large-Scale AI Operations Platforms
Thomas Rausch, TU Wien; Waldemar Hummer and Vinod Muthusamy, IBM Research AI This paper presents ...admin - November 28, 2021 - 2:40 pm
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Finding Bottleneck in Machine Learning Model Life Cycle
challenges in our platform, which we call an Analyzer. In this paper, we explain how it was built and it’s ...admin - November 28, 2021 - 2:40 pm
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RIANN: Real-time Incremental Learning with Approximate Nearest Neighbor on Mobile Devices
Jiawen Liu and Zhen Xie, University of California, Merced; Dimitrios Nikolopoulos, Virginia Tech; Dong Li, University of California, Merced Approximate nearest neighbor (ANN) algorithms are the foundation for many applications on mobile devices. Real-time ...admin - November 28, 2021 - 2:40 pm
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FlexServe: Deployment of PyTorch Models as Flexible REST Endpoints
Edward Verenich, Clarkson University; Alvaro Velasquez, Air Force Research Laboratory; M. G. Sarwar Murshed and Faraz Hussain, Clarkson University The integration of artificial intelligence capabilities into modern software systems is increasingly being s ...admin - November 28, 2021 - 3:42 pm
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Challenges Towards Production-Ready Explainable Machine Learning
paper, explainability in ML and its relevance to our industrial partner is presented. We then discuss the ...admin - November 28, 2021 - 3:42 pm
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Challenges and Experiences with MLOps for Performance Diagnostics in Hybrid-Cloud Enterprise Software Deployments
Chevesaran, VMware Inc This paper presents how VMware addressed the following challenges in operationalizing ...admin - November 28, 2021 - 3:42 pm
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Auto Content Moderation in C2C e-Commerce
e-Commerce is a large and growing industry with millions of monthly active users. In this paper, we propose ...admin - November 28, 2021 - 3:42 pm
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Time Travel and Provenance for Machine Learning Pipelines
that are then used to train models. In this paper, we use a bottom-up method for capturing provenance ...admin - November 28, 2021 - 3:42 pm
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On Design and Enhancement of Smart Grid Honeypot System for Practical Collection of Threat Intelligence
Custodio Technologies Long Preliminary Work Paper The smart grid system is exposed to cyberattacks, as ... systems, and industrial control systems in general, are not mature yet. In this paper, we summarize our ...admin - November 28, 2021 - 6:58 am
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Bridging Missing Gaps in Evaluating DDoS Research
Preliminary Work Paper While distributed denial-of-service (DDoS) attacks become stealthier and more ...admin - November 28, 2021 - 6:58 am
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Historical Analysis of Exploit Availability Timelines
Paper Vulnerability management is an important cybersecurity function. Within vulnerability management, ...admin - November 28, 2021 - 6:58 am
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Expansion of ICS Testbed for Security Validation based on MITRE ATT&CK Techniques
Institute of ETRI Long Preliminary Work Paper To respond to cyber threats, all systems in an industrial ... paper, we introduce a method to expand the existing testbed so that information can be collected and ...admin - November 28, 2021 - 6:58 am
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UBCIS: Ultimate Benchmark for Container Image Scanning
Limited Short Preliminary Work Paper Containers are regularly used in modern cloud-native deployment ... choose the best solution for their environment. In this paper, we present the Ultimate Benchmark for ...admin - November 28, 2021 - 7:59 am
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HAI 1.0: HIL-based Augmented ICS Security Dataset
Short Extended Work Paper Datasets are paramount to the development of AI-based technologies. However, ... the available cyber-physical system (CPS) datasets are insufficient. In this paper, we introduce HAI ...admin - November 28, 2021 - 7:59 am
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Towards Adversarial Phishing Detection
Electronic Systems, Aalborg University Long Position Paper Over the recent decades, numerous evaluations of ...admin - November 28, 2021 - 7:59 am
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Representativeness in the Benchmark for Vulnerability Analysis Tools (B-VAT)
Kayla Afanador and Cynthia Irvine, Naval Postgraduate School Short Preliminary Work Paper ... this paper, we use stratified sampling to identify a representative set of vulnerabilities from over ...admin - November 28, 2021 - 7:59 am
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Toward Orchestration of Complex Networking Experiments
Schwab, and Terry Benzel, USC/Information Sciences Institute Long Experience Paper Experimentation is an ... representative scenarios to conduct valid evaluations. This paper offers a retrospective on the development and ...admin - November 28, 2021 - 7:59 am
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APTGen: An Approach towards Generating Practical Dataset Labelled with Targeted Attack Sequences
Sciences, Yokohama National University Long Research Paper In incident response for targeted cyber attacks, ... sequence information in order to evaluate these technologies. In this paper, we propose APTGen, an approach ...admin - November 28, 2021 - 7:59 am
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ICS Testbed Tetris: Practical Building Blocks Towards a Cyber Security Resource
and David Hutchison, Lancaster University, UK Long Preliminary Work Paper Cyber attacks on Critical ... requirements. This paper, based on over six years of ICS testbed research and development that spans multiple ...admin - November 28, 2021 - 7:59 am
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Identifying Disinformation Websites Using Infrastructure Features
Austin Hounsel, Jordan Holland, Ben Kaiser, and Kevin Borgolte, Princeton University; Nick Feamster, University of Chicago; Jonathan Mayer, Princeton University Platforms have struggled to keep pace with the spread of disinformation. Current responses lik ...admin - November 28, 2021 - 4:54 am
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A Comprehensive Study of DNS-over-HTTPS Downgrade Attack
such a change happens and some browsers take a long time to recover to DoH. At the end of the paper, we ...admin - November 28, 2021 - 4:54 am
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Detecting and Evading Censorship-in-Depth: A Case Study of Iran’s Protocol Whitelister
efforts. In this paper, we present the first detailed analysis of Iran’s protocol filter: how it works, its ...admin - November 28, 2021 - 4:54 am