Poisoning Web-Scale Training Datasets is Practical

Authors: Carlini, Nicholas, Jagielski, Matthew, Choquette-Choo, Christopher A., Paleka, Daniel, Pearce, Will, Anderson, Hyrum, Terzis, Andreas, Thomas, Kurt, Tramer, Florian

Source: 2024 IEEE Symposium on Security and Privacy (SP) SP Symposium on Security and Privacy (SP), 2024 IEEE. :407-425 May, 2024

Relation: 2024 IEEE Symposium on Security and Privacy (SP)

Magika: AI-Powered Content-Type Detection

Authors: Fratantonio, Yanick, Invernizzi, Luca, Farah, Loua, Thomas, Kurt, Zhang, Marina, Albertini, Ange, Galilee, Francois, Metitieri, Giancarlo, Cretin, Julien, Petit-Bianco, Alex, Tao, David, Bursztein, Elie

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2409.13768

Imagen 3

Authors: Imagen-Team-Google, Baldridge, Jason, Bauer, Jakob, Bhutani, Mukul, Brichtova, Nicole, Bunner, Andrew, Castrejon, Lluis, Chan, Kelvin, Chen, Yichang, Dieleman, Sander, Du, Yuqing, Eaton-Rosen, Zach, Fei, Hongliang, de Freitas, Nando, Gao, Yilin, Gladchenko, Evgeny, Colmenarejo, Sergio Gómez, Guo, Mandy, Haig, Alex, Hawkins, Will, Hu, Hexiang, Huang, Huilian, Igwe, Tobenna Peter, Kaplanis, Christos, Khodadadeh, Siavash, Kim, Yelin, Konyushkova, Ksenia, Langner, Karol, Lau, Eric, Lawton, Rory, Luo, Shixin, Mokrá, Soňa, Nandwani, Henna, Onoe, Yasumasa, Oord, Aäron van den, Parekh, Zarana, Pont-Tuset, Jordi, Qi, Hang, Qian, Rui, Ramachandran, Deepak, Rane, Poorva, Rashwan, Abdullah, Razavi, Ali, Riachi, Robert, Srinivasan, Hansa, Srinivasan, Srivatsan, Strudel, Robin, Uria, Benigno, Wang, Oliver, Wang, Su, Waters, Austin, Wolff, Chris, Wright, Auriel, Xiao, Zhisheng, Xiong, Hao, Xu, Keyang, van Zee, Marc, Zhang, Junlin, Zhang, Katie, Zhou, Wenlei, Zolna, Konrad, Aboubakar, Ola, Akbulut, Canfer, Akerlund, Oscar, Albuquerque, Isabela, Anderson, Nina, Andreetto, Marco, Aroyo, Lora, Bariach, Ben, Barker, David, Ben, Sherry, Berman, Dana, Biles, Courtney, Blok, Irina, Botadra, Pankil, Brennan, Jenny, Brown, Karla, Buckley, John, Bunel, Rudy, Bursztein, Elie, Butterfield, Christina, Caine, Ben, Carpenter, Viral, Casagrande, Norman, Chang, Ming-Wei, Chang, Solomon, Chaudhuri, Shamik, Chen, Tony, Choi, John, Churbanau, Dmitry, Clement, Nathan, Cohen, Matan, Cole, Forrester, Dektiarev, Mikhail, Du, Vincent, Dutta, Praneet, Eccles, Tom, Elue, Ndidi, Feden, Ashley, Fruchter, Shlomi, Garcia, Frankie, Garg, Roopal, Ge, Weina, Ghazy, Ahmed, Gipson, Bryant, Goodman, Andrew, Górny, Dawid, Gowal, Sven, Gupta, Khyatti, Halpern, Yoni, Han, Yena, Hao, Susan, Hayes, Jamie, Heek, Jonathan, Hertz, Amir, Hirst, Ed, Hoogeboom, Emiel, Hou, Tingbo, Howard, Heidi, Ibrahim, Mohamed, Ike-Njoku, Dirichi, Iljazi, Joana, Ionescu, Vlad, Isaac, William, Jana, Reena, Jennings, Gemma, Jenson, Donovon, Jia, Xuhui, Jones, Kerry, Ju, Xiaoen, Kajic, Ivana, Ayan, Burcu Karagol, Kelly, Jacob, Kothawade, Suraj, Kouridi, Christina, Ktena, Ira, Kumakaw, Jolanda, Kurniawan, Dana, Lagun, Dmitry, Lavitas, Lily, Lee, Jason, Li, Tao, Liang, Marco, Li-Calis, Maggie, Liu, Yuchi, Alberca, Javier Lopez, Lorrain, Matthieu Kim, Lu, Peggy, Lum, Kristian, Ma, Yukun, Malik, Chase, Mellor, John, Mensink, Thomas, Mosseri, Inbar, Murray, Tom, Nematzadeh, Aida, Nicholas, Paul, Nørly, Signe, Oliveira, João Gabriel, Ortiz-Jimenez, Guillermo, Paganini, Michela, Paine, Tom Le, Paiss, Roni, Parrish, Alicia, Peckham, Anne, Peswani, Vikas, Petrovski, Igor, Pfaff, Tobias, Pirozhenko, Alex, Poplin, Ryan, Prabhu, Utsav, Qi, Yuan, Rahtz, Matthew, Rashtchian, Cyrus, Rastogi, Charvi, Raul, Amit, Rebuffi, Sylvestre-Alvise, Ricco, Susanna, Riedel, Felix, Robinson, Dirk, Rohatgi, Pankaj, Rosgen, Bill, Rumbley, Sarah, Ryu, Moonkyung, Salgado, Anthony, Salimans, Tim, Singla, Sahil, Schroff, Florian, Schumann, Candice, Shah, Tanmay, Shaw, Eleni, Shaw, Gregory, Shillingford, Brendan, Shivakumar, Kaushik, Shtatnov, Dennis, Singer, Zach, Sluzhaev, Evgeny, Sokolov, Valerii, Sottiaux, Thibault, Stimberg, Florian, Stone, Brad, Stutz, David, Su, Yu-Chuan, Tabellion, Eric, Tang, Shuai, Tao, David, Thomas, Kurt, Thornton, Gregory, Toor, Andeep, Udrescu, Cristian, Upadhyay, Aayush, Vasconcelos, Cristina, Vasiloff, Alex, Voynov, Andrey, Walker, Amanda, Wang, Luyu, Wang, Miaosen, Wang, Simon, Wang, Stanley, Wang, Qifei, Wang, Yuxiao, Weisz, Ágoston, Wiles, Olivia, Wu, Chenxia, Xu, Xingyu Federico, Xue, Andrew, Yang, Jianbo, Yu, Luo, Yurtoglu, Mete, Zand, Ali, Zhang, Han, Zhang, Jiageng, Zhao, Catherine, Zhaxybay, Adilet, Zhou, Miao, Zhu, Shengqi, Zhu, Zhenkai, Bloxwich, Dawn, Bordbar, Mahyar, Cobo, Luis C., Collins, Eli, Dai, Shengyang, Doshi, Tulsee, Dragan, Anca, Eck, Douglas, Hassabis, Demis, Hsiao, Sissie, Hume, Tom, Kavukcuoglu, Koray, King, Helen, Krawczyk, Jack, Li, Yeqing, Meier-Hellstern, Kathy, Orban, Andras, Pinsky, Yury, Subramanya, Amar, Vinyals, Oriol, Yu, Ting, Zwols, Yori

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2408.07009

Privacy Risks of General-Purpose AI Systems: A Foundation for Investigating Practitioner Perspectives

Authors: Meisenbacher, Stephen, Klymenko, Alexandra, Kelley, Patrick Gage, Peddinti, Sai Teja, Thomas, Kurt, Matthes, Florian

Subject Terms: Computer Science - Computers and Society

Access URL: http://arxiv.org/abs/2407.02027

Supporting Human Raters with the Detection of Harmful Content using Large Language Models

Authors: Thomas, Kurt, Kelley, Patrick Gage, Tao, David, Meiklejohn, Sarah, Vallis, Owen, Tan, Shunwen, Bratanič, Blaž, Ferreira, Felipe Tiengo, Eranti, Vijay Kumar, Bursztein, Elie

Subject Terms: Computer Science - Cryptography and Security

Access URL: http://arxiv.org/abs/2406.12800

Understanding Help-Seeking and Help-Giving on Social Media for Image-Based Sexual Abuse

Authors: Wei, Miranda, Consolvo, Sunny, Kelley, Patrick Gage, Kohno, Tadayoshi, Matthews, Tara, Meiklejohn, Sarah, Roesner, Franziska, Shelby, Renee, Thomas, Kurt, Umbach, Rebecca

Source: Proceedings of the 33rd USENIX Security Symposium (USENIX Security 2024)

Subject Terms: Computer Science - Computers and Society, Computer Science - Cryptography and Security, Computer Science - Human-Computer Interaction, Computer Science - Social and Information Networks, K.4.2, H.4.3, J.4

Access URL: http://arxiv.org/abs/2406.12161

Give and Take: An End-To-End Investigation of Giveaway Scam Conversion Rates

Authors: Liu, Enze, Kappos, George, Mugnier, Eric, Invernizzi, Luca, Savage, Stefan, Tao, David, Thomas, Kurt, Voelker, Geoffrey M., Meiklejohn, Sarah

Subject Terms: Computer Science - Cryptography and Security

Access URL: http://arxiv.org/abs/2405.09757

SoK: A Framework for Unifying At-Risk User Research

Authors: Warford, Noel, Matthews, Tara, Yang, Kaitlyn, Akgul, Omer, Consolvo, Sunny, Kelley, Patrick Gage, Malkin, Nathan, Mazurek, Michelle L., Sleeper, Manya, Thomas, Kurt

Source: 2022 IEEE Symposium on Security and Privacy (SP) SP Security and Privacy (SP), 2022 IEEE Symposium on. :2344-2360 May, 2022

Relation: 2022 IEEE Symposium on Security and Privacy (SP)

Robust, privacy-preserving, transparent, and auditable on-device blocklisting

Authors: Thomas, Kurt, Meiklejohn, Sarah, Specter, Michael A., Wang, Xiang, Llorà, Xavier, Somogyi, Stephan, Kleidermacher, David

Subject Terms: Computer Science - Cryptography and Security

Access URL: http://arxiv.org/abs/2304.02810

Poisoning Web-Scale Training Datasets is Practical

Authors: Carlini, Nicholas, Jagielski, Matthew, Choquette-Choo, Christopher A., Paleka, Daniel, Pearce, Will, Anderson, Hyrum, Terzis, Andreas, Thomas, Kurt, Tramèr, Florian

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2302.10149

'There's so much responsibility on users right now:' Expert Advice for Staying Safer From Hate and Harassment

Authors: Wei, Miranda, Consolvo, Sunny, Kelley, Patrick Gage, Kohno, Tadayoshi, Roesner, Franziska, Thomas, Kurt

Source: Proceedings of the 2023 Conference on Human Factors in Computing Systems (CHI)

Subject Terms: Computer Science - Human-Computer Interaction, Computer Science - Cryptography and Security

Access URL: http://arxiv.org/abs/2302.08057

Pair of clothing bottoms with attachable weights

SoK: Hate, Harassment, and the Changing Landscape of Online Abuse

Authors: Thomas, Kurt, Akhawe, Devdatta, Bailey, Michael, Boneh, Dan, Bursztein, Elie, Consolvo, Sunny, Dell, Nicola, Durumeric, Zakir, Kelley, Patrick Gage, Kumar, Deepak, McCoy, Damon, Meiklejohn, Sarah, Ristenpart, Thomas, Stringhini, Gianluca

Source: 2021 IEEE Symposium on Security and Privacy (SP) SP Security and Privacy (SP), 2021 IEEE Symposium on. :247-267 May, 2021

Relation: 2021 IEEE Symposium on Security and Privacy (SP)

Understanding Longitudinal Behaviors of Toxic Accounts on Reddit

Authors: Kumar, Deepak, Hancock, Jeff, Thomas, Kurt, Durumeric, Zakir

Subject Terms: Computer Science - Social and Information Networks, Computer Science - Cryptography and Security, Computer Science - Computers and Society

Access URL: http://arxiv.org/abs/2209.02533

SoK: A Framework for Unifying At-Risk User Research

Authors: Warford, Noel, Matthews, Tara, Yang, Kaitlyn, Akgul, Omer, Consolvo, Sunny, Kelley, Patrick Gage, Malkin, Nathan, Mazurek, Michelle L., Sleeper, Manya, Thomas, Kurt

Subject Terms: Computer Science - Computers and Society

Access URL: http://arxiv.org/abs/2112.07047

Designing Toxic Content Classification for a Diversity of Perspectives

Authors: Kumar, Deepak, Kelley, Patrick Gage, Consolvo, Sunny, Mason, Joshua, Bursztein, Elie, Durumeric, Zakir, Thomas, Kurt, Bailey, Michael

Subject Terms: Computer Science - Social and Information Networks, Computer Science - Cryptography and Security, Computer Science - Computers and Society, Computer Science - Human-Computer Interaction

Access URL: http://arxiv.org/abs/2106.04511

'Why wouldn't someone think of democracy as a target?': Security practices & challenges of people involved with U.S. political campaigns

Authors: Consolvo, Sunny, Kelley, Patrick Gage, Matthews, Tara, Thomas, Kurt, Dunn, Lee, Bursztein, Elie

Subject Terms: Computer Science - Computers and Society

Access URL: http://arxiv.org/abs/2106.00236

SYBILFUSE: Combining Local Attributes with Global Structure to Perform Robust Sybil Detection

Authors: Gao, Peng, Wang, Binghui, Gong, Neil Zhenqiang, Kulkarni, Sanjeev R., Thomas, Kurt, Mittal, Prateek

Source: 2018 IEEE Conference on Communications and Network Security (CNS) Communications and Network Security (CNS), 2018 IEEE Conference on. :1-9 May, 2018

Relation: 2018 IEEE Conference on Communications and Network Security (CNS)

Cloak of Visibility: Detecting When Machines Browse a Different Web

Authors: Invernizzi, Luca, Thomas, Kurt, Kapravelos, Alexandros, Comanescu, Oxana, Picod, Jean-Michel, Bursztein, Elie

Source: 2016 IEEE Symposium on Security and Privacy (SP) Security and Privacy (SP), 2016 IEEE Symposium on. :743-758 May, 2016

Relation: 2016 IEEE Symposium on Security and Privacy (SP)

Ad Injection at Scale: Assessing Deceptive Advertisement Modifications

Authors: Thomas, Kurt, Bursztein, Elie, Grier, Chris, Ho, Grant, Jagpal, Nav, Kapravelos, Alexandros, Mccoy, Damon, Nappa, Antonio, Paxson, Vern, Pearce, Paul, Provos, Niels, Rajab, Moheeb Abu

Source: 2015 IEEE Symposium on Security and Privacy Security and Privacy (SP), 2015 IEEE Symposium on. :151-167 May, 2015

Relation: 2015 IEEE Symposium on Security and Privacy (SP)