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Scaling up language models has significantly increased their capabilities.
Mixture models: Inference and applications to clustering
Geoffrey J McLachlan and Kaye E Basford · 1988
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Traffic classification through simple statistical fingerprinting
Manuel Crotti, Maurizio Dusi, Francesco Gringoli, and Luca Salgarelli · 2007
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Language identification of encrypted VoIP traffic: Alejandra y Roberto or Alice and Bob?
Charles V Wright, Lucas Ballard, Fabian Monrose, and Gerald M Masson · 2007
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Spot me if you can: Uncovering spoken phrases in encrypted VoIP conversations
Charles V Wright, Lucas Ballard, Scott E Coull, Fabian Monrose, and Gerald M Masson · 2008
Earlier work this paper cites.
Fingerprinting websites using remote traffic analysis
Xun Gong, Negar Kiyavash, and Nikita Borisov · 2010
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SWIRL: A Scalable Watermark to Detect Correlated Network Flows
Amir Houmansadr and Nikita Borisov · 2011
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Phonotactic reconstruction of encrypted VoIP conversations: Hookt on fon-iks
Andrew M White, Austin R Matthews, Kevin Z Snow, and Fabian Monrose · 2011
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Touching from a Distance: Website Fingerprinting Attacks and Defenses
X. Cai, X. Zhang, B. Joshi, and R. Johnson · 2012
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Touching from a distance: Website fingerprinting attacks and defenses
Xiang Cai, Xin Cheng Zhang, Brijesh Joshi, and Rob Johnson · 2012
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SkypeMorph: Protocol Obfuscation for Tor Bridges
H. Moghaddam, B. Li, M. Derakhshani, and I. Goldberg · 2012
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The Parrot Is Dead: Observing Unobservable Network Communications
Amir Houmansadr, Chad Brubaker, and Vitaly Shmatikov · 2013
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Improved website fingerprinting on tor
Tao Wang and Ian Goldberg · 2013
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Cs-buflo: A congestion sensitive website fingerprinting defense
Xiang Cai, Rishab Nithyanand, and Rob Johnson · 2014
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A critical evaluation of website fingerprinting attacks
Marc Juarez, Sadia Afroz, Gunes Acar, Claudia Diaz, and Rachel Greenstadt · 2014
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Effective attacks and provable defenses for website fingerprinting
Tao Wang, Xiang Cai, Rishab Nithyanand, Rob Johnson, and Ian Goldberg · 2014
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Distilling the knowledge in a neural network
Geoffrey Hinton, Oriol Vinyals, and Jeff Dean · 2015
Earlier work this paper cites.
Vuvuzela: Scalable private messaging resistant to traffic analysis
Jelle Van Den Hooff, David Lazar, Matei Zaharia, and Nickolai Zeldovich · 2015
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k-fingerprinting: A robust scalable website fingerprinting technique
Jamie Hayes and George Danezis · 2016
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k-fingerprinting: A Robust Scalable Website Fingerprinting Technique
Jamie Hayes and George Danezis · 2016
Cited alongside, same era.
Toward an efficient website fingerprinting defense
Marc Juarez, Mohsen Imani, Mike Perry, Claudia Diaz, and Matthew Wright · 2016
Cited alongside, same era.
Covertcast
Richard McPherson, Amir Houmansadr, and Vitaly Shmatikov · 2016
Cited alongside, same era.
Website Fingerprinting at Internet Scale
Andriy Panchenko, Fabian Lanze, Andreas Zinnen, Martin Henze, Jan Pennekamp, Klaus Wehrle, and Thomas Engel · 2016
Cited alongside, same era.
Practical censorship evasion leveraging content delivery networks
Hadi Zolfaghari and Amir Houmansadr · 2016
Cited alongside, same era.
Website fingerprinting defenses at the application layer
Giovanni Cherubin, Jamie Hayes, and Marc Juarez · 2017
Cited alongside, same era.
BFloat16: The secret to high performance on cloud tpus
Shibo Wang and Pankaj Kanwar · 2019
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Blinder–scalable, robust anonymous committed broadcast
Ittai Abraham, Benny Pinkas, and Avishay Yanai · 2020
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High precision open-world website fingerprinting
Tao Wang · 2020
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Online website fingerprinting: Evaluating website fingerprinting attacks on tor in the real world
Giovanni Cherubin, Rob Jansen, and Carmela Troncoso · 2022
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Flashattention: Fast and memory-efficient exact attention with io-awareness
Tri Dao, Dan Fu, Stefano Ermon, Atri Rudra, and Christopher Ré · 2022
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Llm.int8(): 8-bit matrix multiplication for transformers at scale, 2022
Tim Dettmers, Mike Lewis, Younes Belkada, and Luke Zettlemoyer · 2022
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Compressive Traffic Analysis: A New Paradigm for Scalable Traffic Analysis
Milad Nasr, Amir Houmansadr, and Arya Mazumdar · 2017
Cited alongside, same era.
The loopix anonymity system
Ania M Piotrowska, Jamie Hayes, Tariq Elahi, Sebastian Meiser, and George Danezis · 2017
Cited alongside, same era.
Automated website fingerprinting through deep learning
Vera Rimmer, Davy Preuveneers, Marc Juarez, Tom Van Goethem, and Wouter Joosen · 2017
Cited alongside, same era.
Beauty and the Burst: Remote Identification of Encrypted Video Streams
Roei Schuster, Vitaly Shmatikov, and Eran Tromer · 2017
Cited alongside, same era.
Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin · 2017
Cited alongside, same era.
Anonymity trilemma: Strong anonymity, low bandwidth overhead, low latency-choose two
Debajyoti Das, Sebastian Meiser, Esfandiar Mohammadi, and Aniket Kate · 2018
Cited alongside, same era.
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Accelerating transformer inference for translation via parallel decoding
Andrea Santilli, Silvio Severino, Emilian Postolache, Valentino Maiorca, Michele Mancusi, Riccardo Marin, and Emanuele Rodolà · 2023
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FP8 for Deep Learning
Dusan Stosic and Paulius Micikevicius · 2023
Later among the works it cites.
Alpaca: A strong, replicable instruction-following model
Rohan Taori, Ishaan Gulrajani, Tianyi Zhang, Yann Dubois, Xuechen Li, Carlos Guestrin, Percy Liang, and Tatsunori B Hashimoto · 2023
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Universal and transferable adversarial attacks on aligned language models
Andy Zou, Zifan Wang, J Zico Kolter, and Matt Fredrikson · 2023
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Speculative streaming: Fast llm inference without auxiliary models
Nikhil Bhendawade, Irina Belousova, Qichen Fu, Henry Mason, Mohammad Rastegari, and Mahyar Najibi · 2024
Closest in time.
Medusa: Simple llm inference acceleration framework with multiple decoding heads
Tianle Cai, Yuhong Li, Zhengyang Geng, Hongwu Peng, Jason D Lee, Deming Chen, and Tri Dao · 2024
Closest in time.
Break the sequential dependency of llm inference using lookahead decoding
Yichao Fu, Peter Bailis, Ion Stoica, and Hao Zhang · 2024
Closest in time.
Cllms: Consistency large language models
Siqi Kou, Lanxiang Hu, Zhezhi He, Zhijie Deng, and Hao Zhang · 2024
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Specinfer: Accelerating large language model serving with tree-based speculative inference and verification
Xupeng Miao, Gabriele Oliaro, Zhihao Zhang, Xinhao Cheng, Zeyu Wang, Zhengxin Zhang, Rae Ying Yee Wong, Alan Zhu, Lijie Yang, Xiaoxiang Shi, et al · 2024
Closest in time.
Mixture-of-depths: Dynamically allocating compute in transformer-based language models
David Raposo, Sam Ritter, Blake Richards, Timothy Lillicrap, Peter Conway Humphreys, and Adam Santoro · 2024
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What was your prompt? a remote keylogging attack on ai assistants
Roy Weiss, Daniel Ayzenshteyn, Guy Amit, and Yisroel Mirsky · 2024
Closest in time.