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Aylin Caliskan
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Year
Semantics derived automatically from language corpora contain human-like biases
A Caliskan, JJ Bryson, A Narayanan
Science 356 (6334), 183-186, 2017
17832017
De-anonymizing Programmers via Code Stylometry
A Caliskan, R Harang, A Li, A Narayanan, C Voss, F Yamaguchi, ...
24th Usenix Security Symposium, 2015
207*2015
Doppelgänger Finder: Taking Stylometry To The Underground
S Afroz, A Caliskan, A Stolerman, R Greenstadt, D McCoy
IEEE Symposium on Security and Privacy, 2014
1342014
Use Fewer Instances of the Letter "i": Toward Writing Style Anonymization.
AWE McDonald, S Afroz, A Caliskan, A Stolerman, R Greenstadt
Privacy Enhancing Technologies 7384, 299-318, 2012
1152012
When coding style survives compilation: De-anonymizing programmers from executable binaries
A Caliskan, F Yamaguchi, E Dauber, R Harang, K Rieck, R Greenstadt, ...
Network and Distributed System Security Symposium (NDSS) 2018, 2018
1132018
Privacy Detective: Detecting Private Information and Collective Privacy Behavior in a Large Social Network
A Caliskan, J Walsh, R Greenstadt
Proceedings of the 13th Workshop on Privacy in the Electronic Society, 35--46, 2014
762014
Approaches to adversarial drift
A Kantchelian, S Afroz, L Huang, A Caliskan, B Miller, MC Tschantz, ...
Proceedings of the 2013 ACM workshop on Artificial intelligence and security …, 2013
762013
Detecting emergent intersectional biases: Contextualized word embeddings contain a distribution of human-like biases
W Guo, A Caliskan
Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society (AAAI …, 2021
402021
Git Blame Who?: Stylistic Authorship Attribution of Small, Incomplete Source Code Fragments
RG Edwin Dauber, Aylin Caliskan, Richard Harang, Gregory Shearer, Michael ...
Proceedings on Privacy Enhancing Technologies, 389–408, 2019
38*2019
Translate once, translate twice, translate thrice and attribute: Identifying authors and machine translation tools in translated text
A Caliskan, R Greenstadt
2012 IEEE Sixth International Conference on Semantic Computing, 121-125, 2012
372012
Image Representations Learned With Unsupervised Pre-Training Contain Human-like Biases
R Steed, A Caliskan
Proceedings of the 2021 ACM Conference on Fairness, Accountability, and …, 2021
362021
Semantics derived automatically from language corpora necessarily contain human biases
A Caliskan, JJ Bryson, A Narayanan
CoRR, abs/1608.07187, 2016
362016
Disparate Impact of Artificial Intelligence Bias in Ridehailing Economy's Price Discrimination Algorithms
A Pandey, A Caliskan
Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society (AAAI …, 2021
24*2021
How privacy flaws affect consumer perception
S Afroz, A Caliskan, J Santell, A Chapin, R Greenstadt
2013 Third Workshop on Socio-Technical Aspects in Security and Trust, 10-17, 2013
192013
Stylometric fingerprints and privacy behavior in textual data
A Caliskan
Drexel University, 2015
122015
Low Frequency Names Exhibit Bias and Overfitting in Contextualizing Language Models
R Wolfe, A Caliskan
Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021
82021
ValNorm Quantifies Semantics to Reveal Consistent Valence Biases Across Languages and Over Centuries
A Toney, A Caliskan
Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021
7*2021
Social biases in word embeddings and their relation to human cognition
A Caliskan, M Lewis
https://psyarxiv.com/d84kg, 2020
72020
Automatically Characterizing Targeted Information Operations Through Biases Present in Discourse on Twitter
A Toney, A Pandey, W Guo, D Broniatowski, A Caliskan
arXiv preprint arXiv:2004.08726, 2020
6*2020
Poster: Git blame who?: Stylistic authorship attribution of small, incomplete source code fragments
E Dauber, A Caliskan, R Harang, R Greenstadt
2018 IEEE/ACM 40th International Conference on Software Engineering …, 2018
62018
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