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07/18/2023
PAC Neural Prediction Set Learning to Quantify the Uncertainty of Generative Language Models
Uncertainty learning and quantification of models are crucial tasks to e...
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06/20/2023
Understanding Contrastive Learning Through the Lens of Margins
Self-supervised learning, or SSL, holds the key to expanding the usage o...
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03/28/2023
Enhancing Breast Cancer Risk Prediction by Incorporating Prior Images
Recently, deep learning models have shown the potential to predict breas...
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02/24/2023
autofz: Automated Fuzzer Composition at Runtime
Fuzzing has gained in popularity for software vulnerability detection by...
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11/17/2022
ACon^2: Adaptive Conformal Consensus for Provable Blockchain Oracles
Blockchains with smart contracts are distributed ledger systems which ac...
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10/31/2022
Unsafe's Betrayal: Abusing Unsafe Rust in Binary Reverse Engineering via Machine Learning
Memory-safety bugs introduce critical software-security issues. Rust pro...
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10/13/2022
OOOE: Only-One-Object-Exists Assumption to Find Very Small Objects in Chest Radiographs
The accurate localization of inserted medical tubes and parts of human a...
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04/29/2022
Mitigating Low-volume DoS Attacks with Data-driven Resource Accounting
Low-volume Denial-of-Service (μDoS) attacks have been demonstrated to fu...
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01/21/2022
Attack of the Clones: Measuring the Maintainability, Originality and Security of Bitcoin 'Forks' in the Wild
Since Bitcoin appeared in 2009, over 6,000 different cryptocurrency proj...
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12/31/2021
SOK: On the Analysis of Web Browser Security
Web browsers are integral parts of everyone's daily life. They are commo...
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12/14/2021
In-Kernel Control-Flow Integrity on Commodity OSes using ARM Pointer Authentication
This paper presents an in-kernel, hardware-based control-flow integrity ...
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06/10/2021
Semantic-aware Binary Code Representation with BERT
A wide range of binary analysis applications, such as bug discovery, mal...
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09/24/2019
P2FAAS: Toward Privacy-Preserving Fuzzing as a Service
Global corporations (e.g., Google and Microsoft) have recently introduce...
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09/23/2019
RECIPE : Converting Concurrent DRAM Indexes to Persistent-Memory Indexes
We present Recipe, a principled approach for converting concurrent DRAM ...
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09/23/2019
SplitFS: Reducing Software Overhead in File Systems for Persistent Memory
We present SplitFS, a file system for persistent memory (PM) that reduce...
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03/01/2019
Automatic Techniques to Systematically Discover New Heap Exploitation Primitives
Heap exploitation techniques to abuse the metadata of allocators have be...
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11/18/2018
libmpk: Software Abstraction for Intel Memory Protection Keys
Intel memory protection keys (MPK) is a new hardware feature to support ...
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09/24/2018