Separating Adaptive Streaming from Oblivious Streaming Using the Bounded Storage Model
Haim Kaplan, Yishay Mansour, Kobbi Nissim, Uri Stemmer
2021Year
12Citations
15Top-tier citations
Abstract
We present a streaming problem for which every adversarially-robust streaming algorithm must use polynomial space, while there exists a classical (oblivious) streaming algorithm that uses only polylogarithmic space. This is the first separation between oblivious streaming and adversarially-robust streaming, and resolves one of the central open questions in adversarial robust streaming.
Ask about this paper
Your agent reads all of it.
Lune indexed this paper to the last equation, along with the top-tier papers that cite it. Ask a question and the answer quotes them.
Your agent calls
Luneget_paper_fulltext
Free to start. No credit card required.
Terminal
Install the CLIlune papers fulltext 05484e6c-261c-4665-9fce-99f67b8998edCited by top-tier papers15
- Adaptive Data Analysis with Correlated ObservationsAryeh Kontorovich, Menachem Sadigurschi, Uri StemmerICML 2022 · 13 citations
- Dynamic algorithms against an adaptive adversary: generic constructions and lower boundsAmos Beimel, Haim Kaplan, Yishay Mansour, Kobbi Nissim et al.STOC 2022 · 11 citations
- Adversarially Robust Dense-Sparse Tradeoffs via Heavy-HittersDavid P. Woodruff, Samson ZhouNeurIPS 2024 · 9 citations
- Adaptive Data Analysis in a Balanced Adversarial ModelKobbi Nissim, Uri Stemmer, Eliad TsfadiaNeurIPS 2023 · 6 citations
- Adversarial Correctness and Privacy for Probabilistic Data StructuresMia Filic, Kenneth G. Paterson, Anupama Unnikrishnan, Fernando VirdiaCCS 2022 · 6 citations
Builds on2
- Adversarially Robust Streaming Algorithms via Differential PrivacyAvinatan Hassidim, Haim Kaplan, Yishay Mansour, Yossi Matias et al.NeurIPS 2020 · 85 citations
- Tight Bounds for Adversarially Robust Streams and Sliding Windows via Difference EstimatorsDavid P. Woodruff, Samson ZhouFOCS 2021 · 25 citations
Related papers
- Streaming algorithms for the missing item finding problemManuel StoecklSODA 2023 · 1 citation
- Adaptively Robust Resettable StreamingEdith Cohen, Elena Gribelyuk, Jelani Nelson, Uri StemmerICML 2026
- Robust Learning of Mixtures of GaussiansDaniel M. KaneSODA 2021 · 12 citations
- Fast White-Box Adversarial Streaming Without a Random OracleYing Feng, Aayush Jain, David P. WoodruffICML 2024 · 3 citations
- Nearly Space-Optimal Graph and Hypergraph Sparsification in Insertion-Only Data StreamsVincent Cohen-Addad, David P. Woodruff, Shenghao Xie, Samson ZhouICLR 2026 · 2 citations
