"Get in Researchers; We're Measuring Reproducibility": A Reproducibility Study of Machine Learning Papers in Tier 1 Security Conferences

Author:

Olszewski Daniel1ORCID,Lu Allison1ORCID,Stillman Carson1ORCID,Warren Kevin1ORCID,Kitroser Cole1ORCID,Pascual Alejandro1ORCID,Ukirde Divyajyoti1ORCID,Butler Kevin1ORCID,Traynor Patrick1ORCID

Affiliation:

1. University of Florida, Gainesville, FL, USA

Publisher

ACM

Reference783 articles.

1. Bushra A. Alahmadi Louise Axon and Ivan Martinovic. 2022. 99% False Positives: A Qualitative Study of SOC Analysts' Perspectives on Security Alarms. In USENIX Security.

2. 017)]% alrwais2017the, Sumayah A. Alrwais, Xiaojing Liao, Xianghang Mi, Peng Wang, Xiaofeng Wang, Feng Qian, RaheemA. Beyah, and Damon McCoy. 2017. Under the Shadow of Sunshine: Understanding and Detecting Bulletproof Hosting on Legitimate Service Provider Networks. In IEEE S&P.

3. Yousra Aafer Wei You Yi Sun Yu Shi Xiangyu Zhang and Heng Yin. 2021. Android SmartTVs Vulnerability Discovery via Log-Guided Fuzzing. In USENIX Security.

4. Martín Abadi H. Brendan McMahan Andy Chu Ian Goodfellow Ilya Mironov Kunal Talwar and Li Zhang. 2016. Deep Learning with Differential Privacy. In ACM CCS.

5. Sahar Abdelnabi and Mario Fritz. 2021. Adversarial Watermarking Transformer: Towards Tracing Text Provenance with Data Hiding. In IEEE S&P.

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