Kannan, Sreeram
- Deceiving Google's Perspective API Built for Detecting Toxic Comments
2017/02/27 by Hossein Hosseini, Sreeram Kannan, Hosseini, Hossein +5 · 2 voices · 11 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Hate Speech and Cyberbullying Detection #cs.CY #cs.LG #cs.SI
- Improving Federated Learning Personalization via Model Agnostic Meta Learning
2019/09/27 by Yihan Jiang, Jiang, Yihan, Jakub Konečný +5 · 19 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- ClusterGAN : Latent Space Clustering in Generative Adversarial Networks
2018/09/10 by Mukherjee, Sudipto, Asnani, Himanshu, Lin, Eugene +1 · 8 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Everything is a Race and Nakamoto Always Wins
2020/05/21 by Dembo, Amir, Kannan, Sreeram, Tas, Ertem Nusret +4 · 7 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Communication Algorithms via Deep Learning
2018/05/23 by Kim, Hyeji, Jiang, Yihan, Rana, Ranvir +3 · 4 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Blocking Transferability of Adversarial Examples in Black-Box Learning Systems
2017/03/13 by Hossein Hosseini, Yize Chen, Hosseini, Hossein +7 · 7 citations
Computer Science · #Adversarial Robustness in Machine Learning #Security and Verification in Computing #Physical Unclonable Functions (PUFs) and Hardware Security
- Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels
2019/11/08 by Jiang, Yihan, Kim, Hyeji, Asnani, Himanshu +3 · 4 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- PoSAT: Proof-of-Work Availability and Unpredictability, without the Work
2020/10/15 by Deb, Soubhik, Kannan, Sreeram, Tse, David · 4 citations
#Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #Parallel #and Cluster Computing (cs.DC)
- Deepcode: Feedback Codes via Deep Learning
2018/07/02 by Kim, Hyeji, Jiang, Yihan, Kannan, Sreeram +2 · 3 citations
#FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Models and information-theoretic bounds for nanopore sequencing
2017/05/31 by Mao, Wei, Diggavi, Suhas, Kannan, Sreeram · 2 citations
#FOS: Computer and information sciences #Information Theory (cs.IT)
- Bitcoin-Enhanced Proof-of-Stake Security: Possibilities and Impossibilities
2022/07/18 by Ertem Nusret Tas, Tas, Ertem Nusret, David Tse +9 · 3 citations
Computer Science · #Blockchain Technology Applications and Security #Cloud Computing and Resource Management #Distributed systems and fault tolerance
- DeepTurbo: Deep Turbo Decoder
2019/03/06 by Yihan Jiang, Jiang, Yihan, Hyeji Kim +9 · 2 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Wireless Signal Modulation Classification #Error Correcting Code Techniques #Fractal and DNA sequence analysis
- CCMI : Classifier based Conditional Mutual Information Estimation
2019/06/05 by Mukherjee, Sudipto, Asnani, Himanshu, Kannan, Sreeram · 2 citations
#FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Perigee: Efficient Peer-to-Peer Network Design for Blockchains
2020/06/25 by Mao, Yifan, Deb, Soubhik, Venkatakrishnan, Shaileshh Bojja +2 · 2 citations
#Applications (stat.AP) #FOS: Computer and information sciences #FOS: Mathematics #Multiagent Systems (cs.MA) #Networking and Internet Architecture (cs.NI) #Optimization and Control (math.OC)
- Multicommodity Flows and Cuts in Polymatroidal Networks
2011/10/31 by Chandra Chekuri, Sreeram Kannan, Chekuri, Chandra +5 · 1 citation
Computer Science · #Mobile Ad Hoc Networks #Cooperative Communication and Network Coding #Advanced Graph Theory Research
- Estimating Mutual Information for Discrete-Continuous Mixtures
2017/09/19 by Gao, Weihao, Kannan, Sreeram, Oh, Sewoong +1 · 1 citation
#FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)
- Estimators for Multivariate Information Measures in General Probability Spaces
2018/10/26 by Rahimzamani, Arman, Asnani, Himanshu, Viswanath, Pramod +1 · 1 citation
#FOS: Computer and information sciences #Information Theory (cs.IT)
- Coded Merkle Tree: Solving Data Availability Attacks in Blockchains
2019/10/02 by Yu, Mingchao, Sahraei, Saeid, Li, Songze +3 · 1 citation
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Theory (cs.IT)
- Proof-of-Stake Longest Chain Protocols: Security vs Predictability
2019/10/05 by Bagaria, Vivek, Dembo, Amir, Kannan, Sreeram +5 · 1 citation
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Babylon: Reusing Bitcoin Mining to Enhance Proof-of-Stake Security
2022/01/20 by Tas, Ertem Nusret, Tse, David, Yu, Fisher +1 · 1 citation
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- BigDipper: Sharded Censorship Resistant Data Availability for Leader-Based BFT
2023/07/03 by Bowen Xue, Xue, Bowen, Laferriere, Samuel +3 · 1 citation
Computer Science · #Advanced Data Storage Technologies #Caching and Content Delivery #Cryptography and Security (cs.CR) #Distributed systems and fault tolerance #FOS: Computer and information sciences #FOS: Electrical engineering #Networking and Internet Architecture (cs.NI) #Systems and Control (eess.SY) #electronic engineering #information engineering
- SAKSHI: Decentralized AI Platforms
2023/07/31 by Bhat, Suma, Chen, Canhui, Cheng, Zerui +8 · 1 citation
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- TrustBoost: Boosting Trust among Interoperable Blockchains
2022/10/20 by Sheng, Peiyao, Wang, Xuechao, Kannan, Sreeram +2 · 1 citation
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Travelers: A scalable fair ordering BFT system
2024/01/04 by Bowen Xue, Xue, Bowen, Sreeram Kannan +1 · 1 citation
Computer Science · #Cooperative Communication and Network Coding #Cryptography and Data Security #Cryptography and Security (cs.CR) #Distributed systems and fault tolerance #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
- STAKESURE: Proof of Stake Mechanisms with Strong Cryptoeconomic Safety
2024/01/11 by Deb, Soubhik, Raynor, Robert, Kannan, Sreeram · 1 citation
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)