Problematic Machine Behavior: A Systematic Literature Review of Algorithm Audits

3 February 2021

Papers citing "Problematic Machine Behavior: A Systematic Literature Review of Algorithm Audits"

25 / 25 papers shown

Title
Lost in Moderation: How Commercial Content Moderation APIs Over- and Under-Moderate Group-Targeted Hate Speech and Linguistic Variations David Hartmann Amin Oueslati Dimitri Staufer Lena Pohlmann Simon Munzert Hendrik Heuer 48 0 0 03 Mar 2025
Addressing the regulatory gap: moving towards an EU AI audit ecosystem beyond the AI Act by including civil society David Hartmann José Renato Laranjeira de Pereira Chiara Streitbörger Bettina Berendt 94 6 0 20 Feb 2025
From Transparency to Accountability and Back: A Discussion of Access and Evidence in AI Auditing Sarah H. Cen Rohan Alur 21 1 0 07 Oct 2024
Auditing of AI: Legal, Ethical and Technical Approaches Jakob Mokander 44 37 0 07 Jul 2024
Lower Quantity, Higher Quality: Auditing News Content and User Perceptions on Twitter/X Algorithmic versus Chronological Timelines Stephanie Wang Shengchun Huang Alvin Zhou D. Metaxa MLAU 26 2 0 24 Jun 2024
"I Searched for a Religious Song in Amharic and Got Sexual Content Instead": Investigating Online Harm in Low-Resourced Languages on YouTube H. Nigatu Inioluwa Deborah Raji 32 9 0 26 May 2024
Youth as Peer Auditors: Engaging Teenagers with Algorithm Auditing of Machine Learning Applications Luis Morales-Navarro Yasmin B. Kafai Vedya Konda D. Metaxa MLAU 21 2 0 08 Apr 2024
Law and the Emerging Political Economy of Algorithmic Audits P. Terzis Michael Veale Noëlle Gaumann MLAU 32 6 0 03 Apr 2024
The Cadaver in the Machine: The Social Practices of Measurement and Validation in Motion Capture Technology Emma Harvey Hauke Sandhaus Abigail Z. Jacobs Emanuel Moss Mona Sloane 16 3 0 19 Jan 2024
Evaluating and Mitigating Discrimination in Language Model Decisions Alex Tamkin Amanda Askell Liane Lovitt Esin Durmus Nicholas Joseph Shauna Kravec Karina Nguyen Jared Kaplan Deep Ganguli 36 66 0 06 Dec 2023
Advancing AI Audits for Enhanced AI Governance Arisa Ema Ryo Sato Tomoharu Hase Masafumi Nakano Shinji Kamimura Hiromu Kitamura 25 0 0 26 Nov 2023
Sociotechnical Audits: Broadening the Algorithm Auditing Lens to Investigate Targeted Advertising Michelle S. Lam Ayush Pandit Colin H. Kalicki Rachit Gupta Poonam Sahoo Danaë Metaxa MLAU 16 26 0 30 Aug 2023
Certification Labels for Trustworthy AI: Insights From an Empirical Mixed-Method Study Nicolas Scharowski Michaela Benk S. J. Kühne Léane Wettstein Florian Brühlmann 22 12 0 15 May 2023
Supporting Human-AI Collaboration in Auditing LLMs with LLMs Charvi Rastogi Marco Tulio Ribeiro Nicholas King Harsha Nori Saleema Amershi ALM 19 67 0 19 Apr 2023
Auditing large language models: a three-layered approach Jakob Mokander Jonas Schuett Hannah Rose Kirk Luciano Floridi AILaw MLAU 34 194 0 16 Feb 2023
Evidence of behavior consistent with self-interest and altruism in an artificially intelligent agent Tim Johnson Nick Obradovich 11 6 0 05 Jan 2023
Measuring an artificial intelligence agent's trust in humans using machine incentives Tim Johnson Nick Obradovich 20 6 0 27 Dec 2022
Auditing YouTube's Recommendation Algorithm for Misinformation Filter Bubbles Ivan Srba Robert Moro M. Tomlein Branislav Pecher Jakub Simko ... Michal Kompan Andrea Hrckova Juraj Podroužek Adrian Gavornik M. Bieliková MLAU 24 33 0 18 Oct 2022
Sociotechnical Harms of Algorithmic Systems: Scoping a Taxonomy for Harm Reduction Renee Shelby Shalaleh Rismani Kathryn Henne AJung Moon Negar Rostamzadeh ... N'Mah Yilla-Akbari Jess Gallegos A. Smart Emilio Garcia Gurleen Virk 34 188 0 11 Oct 2022
A Comprehensive Survey on Trustworthy Recommender Systems Wenqi Fan Xiangyu Zhao Xiao Chen Jingran Su Jingtong Gao ... Qidong Liu Yiqi Wang Hanfeng Xu Lei Chen Qing Li FaML 35 46 0 21 Sep 2022
System Cards for AI-Based Decision-Making for Public Policy Furkan Gursoy I. Kakadiaris MLAU 18 14 0 01 Mar 2022
An Empirical Investigation of Personalization Factors on TikTok Maximilian Boeker Aleksandra Urman MLAU 30 69 0 28 Jan 2022
An External Stability Audit Framework to Test the Validity of Personality Prediction in AI Hiring Alene K. Rhea K. Markey L. D’Arinzo Hilke Schellmann Mona Sloane Paul Squires Falaah Arif Khan Julia Stoyanovich MLAU 17 19 0 23 Jan 2022
A Survey on Bias in Visual Datasets Simone Fabbrizzi Symeon Papadopoulos Eirini Ntoutsi Y. Kompatsiaris 121 121 0 16 Jul 2021
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 201 2,082 0 24 Oct 2016