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2102.04256
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Problematic Machine Behavior: A Systematic Literature Review of Algorithm Audits
3 February 2021
Jack Bandy
MLAU
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Papers citing
"Problematic Machine Behavior: A Systematic Literature Review of Algorithm Audits"
26 / 26 papers shown
Lost in Moderation: How Commercial Content Moderation APIs Over- and Under-Moderate Group-Targeted Hate Speech and Linguistic Variations
International Conference on Human Factors in Computing Systems (CHI), 2025
David Hartmann
Amin Oueslati
Dimitri Staufer
Lena Pohlmann
Simon Munzert
Hendrik Heuer
276
8
0
03 Mar 2025
Addressing the regulatory gap: moving towards an EU AI audit ecosystem beyond the AI Act by including civil society
AI and Ethics (AI & Ethics), 2024
David Hartmann
José Renato Laranjeira de Pereira
Chiara Streitbörger
Bettina Berendt
394
18
0
20 Feb 2025
Decoding the Meaning of Success on Digital Labor Platforms: Worker-Centered Perspectives
Pyeonghwa Kim
Charis Asante-Agyei
Isabel Munoz
Michael Dunn
Steve Sawyer
182
5
0
21 Nov 2024
Why am I seeing this: Democratizing End User Auditing for Online Content Recommendations
ACM Symposium on User Interface Software and Technology (UIST), 2024
Chaoran Chen
Leyang Li
Luke Cao
Yanfang Ye
Tianshi Li
Yaxing Yao
Toby Jia-jun Li
MLAU
262
8
0
07 Oct 2024
From Transparency to Accountability and Back: A Discussion of Access and Evidence in AI Auditing
Conference on Equity and Access in Algorithms, Mechanisms, and Optimization (EAAMO), 2024
Sarah H. Cen
Rohan Alur
274
10
0
07 Oct 2024
Auditing of AI: Legal, Ethical and Technical Approaches
Jakob Mokander
261
75
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
158
14
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
155
15
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
284
17
0
08 Apr 2024
Law and the Emerging Political Economy of Algorithmic Audits
Conference on Fairness, Accountability and Transparency (FAccT), 2024
P. Terzis
Michael Veale
Noëlle Gaumann
MLAU
173
19
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
228
10
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
291
103
0
06 Dec 2023
Advancing AI Audits for Enhanced AI Governance
Arisa Ema
Ryo Sato
Tomoharu Hase
Masafumi Nakano
Shinji Kamimura
Hiromu Kitamura
101
2
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
162
37
0
30 Aug 2023
Certification Labels for Trustworthy AI: Insights From an Empirical Mixed-Method Study
Conference on Fairness, Accountability and Transparency (FAccT), 2023
Nicolas Scharowski
Michaela Benk
S. J. Kühne
Léane Wettstein
Florian Brühlmann
215
33
0
15 May 2023
Supporting Human-AI Collaboration in Auditing LLMs with LLMs
AAAI/ACM Conference on AI, Ethics, and Society (AIES), 2023
Charvi Rastogi
Marco Tulio Ribeiro
Nicholas King
Harsha Nori
Saleema Amershi
ALM
250
88
0
19 Apr 2023
Auditing large language models: a three-layered approach
AI and Ethics (AE), 2023
Jakob Mokander
Jonas Schuett
Hannah Rose Kirk
Luciano Floridi
AILaw
MLAU
498
277
0
16 Feb 2023
Evidence of behavior consistent with self-interest and altruism in an artificially intelligent agent
Social Science Research Network (SSRN), 2023
Tim Johnson
Nick Obradovich
97
10
0
05 Jan 2023
Measuring an artificial intelligence agent's trust in humans using machine incentives
Tim Johnson
Nick Obradovich
124
7
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
Maria Bielikova
MLAU
117
41
0
18 Oct 2022
Sociotechnical Harms of Algorithmic Systems: Scoping a Taxonomy for Harm Reduction
AAAI/ACM Conference on AI, Ethics, and Society (AIES), 2022
Renee Shelby
Shalaleh Rismani
Kathryn Henne
AJung Moon
Negar Rostamzadeh
...
N'Mah Yilla-Akbari
Jess Gallegos
A. Smart
Emilio Garcia
Gurleen Virk
421
282
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
254
64
0
21 Sep 2022
System Cards for AI-Based Decision-Making for Public Policy
Furkan Gursoy
I. Kakadiaris
MLAU
236
21
0
01 Mar 2022
An Empirical Investigation of Personalization Factors on TikTok
The Web Conference (WWW), 2022
Maximilian Boeker
Aleksandra Urman
MLAU
156
95
0
28 Jan 2022
An External Stability Audit Framework to Test the Validity of Personality Prediction in AI Hiring
Data mining and knowledge discovery (DMKD), 2022
Alene K. Rhea
K. Markey
L. D’Arinzo
Hilke Schellmann
Mona Sloane
Paul Squires
Falaah Arif Khan
Julia Stoyanovich
MLAU
207
27
0
23 Jan 2022
A Survey on Bias in Visual Datasets
Computer Vision and Image Understanding (CVIU), 2021
Simone Fabbrizzi
Symeon Papadopoulos
Eirini Ntoutsi
Y. Kompatsiaris
382
153
0
16 Jul 2021
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