Abstract Interpretation for Linear Constraints Detection 70
Code obfuscation and malware detection by abstract interpretation
... malware detection scenario, we focus on signature-based algorithms that are widely used thanks to their low false positive rate and ease of ...advanced detection systems, malware writers, ...malware ...
201
Probabilistic Abstract Interpretation: From Trace Semantics to DTMC’s and Linear Regression
... our Linear Operator Semantics (LOS) as well as probabilistic versions of Maximal Trace Semantics ...Probabilistic Abstract Interpretation (PAI) and statistical or linear regression ...
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ABSTRACT KEYWORDS. Markov chain, Regulation of payments, Linear regulator, Bellman equations, Constraints. 1. INTRODUCTION
... general, linear regulator problems lose their mathematical tractability when introducing constraints on the controls or the controlled ...Some constraints can be allowed for while some other ...
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Abstract Interpretation of Temporal Concurrent Constraint Programs
... 2013 Abstract Timed Concurrent Constraint Programming (tcc) is a declarative model for concurrency offering a logic for specifying reactive systems, ...by abstract inter- pretation techniques. The concrete ...
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Symbolic and Abstract Interpretation for C/C++ Programs
... Consider the building blocks typically present in tools supporting test automa- tion, static analysis and/or property checking as shown in Fig. 1: The program code to be analysed or a specification model are transformed ...
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Static Analysis by Abstract Interpretation and Decision Procedures
... Section 6.4 Intractability: Diamond Formulas Assume now m > 5n. All combinations of b 1 , . . . , b n lead to unsatisfiable constraints, thus Equation 6.4 is unsatisfiable. If we exhaustively explore all these ...
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Financial constraints and the balance sheet channel: a re-interpretation
... The results of the Johansen cointegration trace test procedure assuming for an intercept term in the cointegrating equations and no linear trend in the non-stationary part of the process are reported in table 2. ...
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Gaussian Processes with Linear Operator Inequality Constraints
... For numerical implementation, we discuss some key considerations with the proposed model. One of the main issues with implementation of GP models in terms of numerical stability is related to covariance matrix inversion, ...
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Best Linear Unbiased Estimation Fusion with Constraints
... Data compression is an old and important problem, which has been the subject of a large volume of literature ranging from estimation, detection, information theory to statistical pat- tern recognition and data ...
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Semantics-based Program Verification: an Abstract Interpretation Approach
... Semantics-based Program Verification Software development for embedded systems often requires timing validation of hard/ firm real-time constraints. The worst-case execution time (WCET) is often a key parameter in ...
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Abstract Interpretation
... the abstract interpreta- ...an abstract syntax tree and finaly creation of a flow control ...of abstract interpretation and subsequent analysis of specific types of ...
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Abstract interpretation with specialized definitions
... The latter is useful when we do not have an unfolding system which can exploit abstract information or when we do not want the specialized program to have different implemented special[r] ...
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Automatic Verification by Abstract Interpretation
... of abstract interpretation there have been many where some- what imprecise answers to undecidable questions are tolerable provided all an- swers are sound and the imprecision rate remains low (typically 5 ...
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Linear Support Vector Regression with Linear Constraints
... Real dataset. In the cancer research field, regression algorithms have been used to estimate the proportions of cell populations that are present inside a tumor. In- deed, a tumor is composed of different types of cells ...
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Linear Constraints in Optimal Transport
... many supermartingale couplings. Our question: are there some special, “canonical” choices? The aim of this paper is to introduce and describe two such couplings, called the Increasing and the Decreasing Supermartingale ...
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Hierarchical and Linear Constraints on Structure
... “In the condition shown in (16) where Lisa is introduced in the context and the buying of a Christmas tree is rhematic, the informants consistently placed the subject before the sententi[r] ...
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Static Analysis Using Abstract Interpretation
... Target embedded systems Analyses : Buffer overflow Division by zero Null dereference Uninitialized variables Prover https://ti.arc.nasa.gov/opensource/ikos/.. LLVM[r] ...
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Abstract interpretation of resolution-based semantics
... The essence in the study of comparative semantics in logic programming is the attempt to capture the difference between the various aspects of logic as a programming language, ranging from its view in theorem proving to ...
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UFO: Verification with Interpolants and Abstract Interpretation
... C to LLVM C Program with assertions ARG Constructor Abstract Post Expansion Strategy Refinement Strategy Optimizer Cutpoint Graph SMT interface Mathsat Z3.. label Inte[r] ...
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Constraints on the interpretation of S-to-P receiver functions
... We present results from forward modelling to study the feasibility of using S-to-P converted phases to image the seismic discontinuity structure of the crust and upper mantle. We show that a significant level of P-wave ...
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