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SynBoost: Robust Text Generation Model via Beam Search and … Following targeted tuning of synonyms for specific words, the deep learning model trained using this approach maintains strong robustness against other adversarial attacks. Due to the minor …
Robust Linear Optimization With Recourse We propose an approach to two-stage linear optimization with recourse that does not in-volve a probabilistic description of the uncertainty and allows the decision-maker to adjust the degree …
SynBoost: Robust Text Generation Model Via Beam Search and … Here, we identified specific words that significantly impact model judgments and employed a beam search algorithm to locate these words with high importance. We then adjusted the …
Robust Encryption, Revisited - IACR One of the main motivations for the introduction of strong robustness for public-key encryption (PKE) by Abdalla et al. to prevent certain types of attack on Sako's auction protocol.
Robustness, Model Uncertainty and Pricing - Semantic Scholar How does price evolve over time until time T? Suppose we have a derivative contract with value f t + t; x(t + time t + t. where f0 := f t; x(t) , f1 := f t + t; x(t) , fx := @f t; x(t) =@x and fxx := @2f t; …
Robust Encryption, Revisited One of the main motivations for the introduction of strong robustness for public-key encryption (PKE) by Abdalla et al. is to prevent certain types of attack on Sako's auction protocol.
Robust Evidence and Secure Evidence Claims* - JSTOR Robustness can enhance the security of an evidence claim either by providing what I call second-order evidence, or by providing back-up evidence for a hypothesis. 1. Introduction.
Graded Relevance Ranking for Synonym Discovery We approach domain-specific synonym discovery as a graded relevance ranking problem in which a target term’s synonym candidates are ranked by their quality. In this scenario a human …
Algorithmic High-Dimensional Robust Statistics In this chapter, we will cover this basic background by describing the underlying models that we will be considering, analyzing basic robust estimators in one dimension, and discussing some …
A Closer Look at Anonymity and Robustness in Encryption … In this work, we take a closer look at anonymity and robust-ness in encryption schemes. Roughly speaking, an anonymous encryption scheme hides the identity of the secret-key holder, while …
Robust Encryption - IACR But we show that even encryption with keyed redundancy fails to provide strong robust-ness. To achieve the latter we have to step outside the encryption with redundancy paradigm. We …
3. Steganalysis of Synonym-Substitution Based - gvpress.com In this paper, we analyze one kind of natural language watermarking schemes that use synonym substitution. Hiding algorithm replaces changeable words (called keywords) in cover-text with …
A Tutorial Discussion of the use of the terms Robust and Rugged … The terms robust and rugged are clearly defined and their uses distinguished along with the associated characteristics of robustness and ruggedness. It is shown that the characteristics of …
Synonym-Based Essay Generation and Augmentation for Robust … In this work, we proposed to use a synonym-based word replacement to gen- erate an adversarial essay set to attack NN-based AES models for checking their vulnerability and robustness.
A Framework for Robust Discovery of Entity Synonyms In this paper, we propose a general framework for robustly discovering entity synonym with two novel similarity functions that overcome the limitations of prior techniques. We develop efficient …
Robust cybersecurity requires much more than great technology robust identity or authorization constructs and authentication and authorization metrics. This is no longer the case, as the dynamic nature of these modern technologies requires dynamic …
Resilience and robustness in policy design: a critical appraisal In the present paper, we review definitions of these concepts and the primary theoretical and empirical challenges presented by resilience and robustness as lenses for improving the …
Robust Chemistry: The Importance of Data and Methods Sharing of these emerging concepts into the chemical sciences results in “robust chemistry”. Recent examples range from the development of “best reporting practices” to the increasing use of …
Information Hiding Through Errors: A Confusing Approach We use typo confusion matrices and word level ambiguity to carry out this kind of encoding. Unlike robust synonym substitution that also cleverly used ambiguity, the task here is harder …
An Introduction into Robust Mechanism Design We present the main results and illustrate many of them in terms of a common and canonical example, the single unit auction with interdependent values. In addition, we provide an …