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检索条件"主题词=Control Flow Analysis"

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Rare Path Guided Fuzzing 2023

Rare Path Guided Fuzzing

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32nd ACM SIGSOFT International Symposium on Software Testing and analysis (ISSTA)

作者： Saha, Seemanta Sarker, Laboni Shafiuzzaman, Md Shou, Chaofan Li, Albert Sankaran, Ganesh Bultan, Tevfik Univ Calif Santa Barbara Santa Barbara CA 93106 USA

ISBN: (纸本)9798400702211

Starting with a random initial seed, fuzzers search for inputs that trigger bugs or vulnerabilities. However, fuzzers often fail to generate inputs for program paths guarded by restrictive branch conditions. In this paper, we show that by first identifying rare-paths in programs (i.e., program paths with path constraints that are unlikely to be satisfied by random input generation), and then, generating inputs/seeds that trigger rare-paths, one can improve the coverage of fuzzing tools. In particular, we present techniques 1) that identify rare paths using quantitative symbolic analysis, and 2) generate inputs that can explore these rare paths using path-guided concolic execution. We provide these inputs as initial seed sets to three state of the art fuzzers. Our experimental evaluation on a set of programs shows that the fuzzers achieve better coverage with the rare-path based seed set compared to a random initial seed.

关键词： Fuzz testing control flow analysis Model counting Probabilistic analysis Concolic execution

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Towards automation of testing high-level security properties

Towards automation of testing high-level security properties

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22nd Annual Conference on Data and Applications Security

作者： Hanna, Aiman Ling, Hai Zhou Furlong, Jason Debbabi, Mourad Concordia Univ CIISE Comp Secur Lab Montreal PQ Canada

ISBN: (纸本)9783540705666

Many security problems only become apparent after software is deployed, and in many cases a failure has occurred prior to the awareness of the problem. Although many would argue that the simpler solution to the problem would be to test the software before deploying it. Although we support this argument, we understand that it is not necessarily applicable in a modern development environment. Software testing is labor intensive and is very expensive from a time and cost perspective. While much research has been undertake to automate software testing, very little has been directed at security testing. Additionally, the majority of these efforts have targeted low-level security (safety) instead of high-level security. In this paper, we present elements of a solution towards automation of testing security properties and for the generation of test data suites for detecting security vulnerabilities in software.

关键词： security testing dynamic analysis data dependency test data generation control flow analysis

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Protocol Knowledge Combined Directed Symbolic Execution for Binary Programs

Protocol Knowledge Combined Directed Symbolic Execution for ...

引用

3rd International Conference on Instrumentation & Measurement, Computer, Communication and control (IMCCC)

作者： Huang, Hui Lu, Yu-Liang Zhao, Jun Wu, Zhi-Yong PLA Elect Engn Inst Network Engn Dept Hefei Peoples R China North Elect Equipments Res Inst Beijing Peoples R China

ISBN: (纸本)9780769551227

Symbolic Execution based defect discovery techniques for binary programs are now widely applied. However, because of the path explosion problem, it's still not applicable for security analysis on large programs. A great many infeasible paths in the target program also reduce the performance. To fast generate test cases reaching the potentially vulnerable program points, this paper introduces constraints implied in input protocols to symbolic execution, calculates vulnerable point reachable control flow paths using static control flow analysis. The path information is then used to limit dynamic symbolic execution's path exploration space. Experiments prove the effectiveness of our method on performance enhancement in symbolic execution and defect discovery.

关键词： protocol knowledge vulnerable point control flow analysis directed symbolic execution

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Model Reduction Techniques for the Formal Verification of Hardware dependent Software

Model Reduction Techniques for the Formal Verification of Ha...

引用

15th IEEE International High Level Design Validation and Test Workshop (HLDVT)

作者： Ecker, Wolfgang Esen, Volkan Findenig, Rainer Steininger, Thomas Velten, Michael Infineon Technol Hagenberg Austria Upper Austrian Univ Appl Sci Hagenberg Austria

ISBN: (纸本)9781424478064

Contemporary researches provide many solutions for formally verifying both hardware and software systems. In this paper, we describe the formal verification of assembly programs, which are part of the HW/SW interface in hybrid systems. We have developed several methods to model assembly programs in VHDL in order to verify their functionality. Our discussion will show that, by applying different reduction methods, we managed to formally verify the correctness of iterative algorithms with execution times higher than 6000 clock cycles.

关键词： Formal Verification Correctness of Assembly Programs control flow analysis Cycle Accurate Modeling Cycle Optimized Modeling

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Privilege Escalation Detecting in Android Applications 3

Privilege Escalation Detecting in Android Applications

引用

3rd International Conference on Big Data Computing and Communications (BIGCOM)

作者： Zhong, Xingqiu Zeng, Fanping Cheng, Zhichao Xie, Niannian Qin, Xiaoxia Guo, Shuli Univ Sci & Technol China Sch Comp Sci & Technol Hefei Anhui Peoples R China Anhui Prov Key Lab Software Comp & Commun Hefei Anhui Peoples R China

ISBN: (纸本)9781538633496

As the most popular mobile operating system, there are large amount of applications developed for Android. Considering security issues, developers are forced to declare relative permissions in manifest file when they need to use sensitive APIs. With the ability of inter-component communication (ICC) provided by Android, malicious applications can indirectly call sensitive APIs through components exposed by other applications, leading to privilege escalation. To address this problem, we propose a method to detect this kind of privilege escalation between two applications. First, we compare the permission sets of both applications. Then, if necessary we identify call links between two applications and perform inter-application control flow analysis. Finally, according to the result of control flow analysis, we can judge whether the privilege escalation exists. As the experiment result shows, our method can accurately detect privilege escalation between two applications.

关键词： Android Applications Privilege Escalation control flow analysis

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SymWalker: Symbolic Execution in Routines of Binary Code 10

SymWalker: Symbolic Execution in Routines of Binary Code

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10th International Conference on Computational Intelligence and Security CIS 2014

作者： Ma, Jinxin Dong, Guowei Zhang, Puhan Guo, Tao China Informat Technol Secur Evaluat Ctr Beijing Peoples R China

ISBN: (纸本)9781479974344

Detecting vulnerabilities in binary codes is one of the most difficult problems due to the lack of type information and symbols. We propose a novel tool to perform symbolic execution inside the routines of binary codes, providing easy static analysis for vulnerability detection. Compared with existing systems, our tool has four properties: first, it could work on binary codes without source codes;second, it employs the VEX language for program analysis, thus having no side effects;third, it could deliver high coverage by statically executing on control flow graphs of disassembly codes;fourth, two security property rules are summarized to detect the corresponding vulnerabilities, based on which a convenient interface is provided for developers to detecting vulnerabilities, such as buffer overflow, improper memory access, and etc. Experimental results on real software binary files show that our tool could efficiently detect different types of vulnerabilities.

关键词： symbolic execution control flow analysis security property vulnerabilities

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MARD: A Framework for Metamorphic Malware analysis and Real-Time Detection

MARD: A Framework for Metamorphic Malware Analysis and Real-...

引用

28th IEEE International Conference on Advanced Information Networking and Applications Workshops (IEEE WAINA)

作者： Alam, Shahid Horspool, R. Nigel Traore, Issa Univ Victoria Dept CS Victoria BC V8P5C2 Canada Univ Victoria Dept ECE Victoria BC V8P5C2 Canada

ISBN: (纸本)9781479936298

Because of the financial and other gains attached with the growing malware industry, there is a need to automate the process of malware analysis and provide real-time malware detection. To hide a malware, obfuscation techniques are used. One such technique is metamorphism encoding that mutates the dynamic binary code and changes the opcode with every run to avoid detection. This makes malware difficult to detect in real-time and generally requires a behavioral signature for detection. In this paper we present a new framework called MARD for Metamorphic Malware analysis and Real-Time Detection, to protect the end points that are often the last defense, against metamorphic malware. MARD provides: (1) automation (2) platform independence (3) optimizations for real-time performance and (4) modularity. We also present a comparison of MARD with other such recent efforts. Experimental evaluation of MARD achieves a detection rate of 99.6% and a false positive rate of 4%.

关键词： End Point Security Metamorphism Malware analysis and Detection control flow analysis Automation

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Assuring Application-level Correctness Against Soft Errors

Assuring Application-level Correctness Against Soft Errors

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IEEE/ACM International Conference on Computer-Aided Design (ICCAD)

作者： Cong, Jason Gururaj, Karthik Univ Calif Los Angeles Dept Comp Sci Los Angeles CA 90024 USA

ISBN: (纸本)9781457713989

Traditionally, research in fault tolerance has required architectural state to be numerically perfect for program execution to be correct. However, in many programs, even if execution is not 100% numerically correct, the program can still appear to execute correctly from the user's perspective. To quantify user satisfaction, application-level fidelity metrics (such as PSNR) can be used. The output for such applications is defined to be correct if the fidelity metrics satisfy a certain threshold. However, such applications still contain instructions whose outputs are critical - i.e. their correctness decides if the overall quality of the program output is acceptable. In this paper, we present an analysis technique for identifying such critical program segments. More importantly, our technique is capable of guaranteeing application-level correctness through a combination of static analysis and runtime monitoring. Our static analysis consists of data flow analysis followed by control flow analysis to find static critical instructions which affect several instructions. Critical instructions are further refined into likely non-critical and likely critical sets in a profiling phase. At runtime, we use a monitoring scheme to monitor likely non-critical instructions and take remedial actions if some likely non-critical instructions become critical. Based on this analysis, we minimize the number of instructions that are duplicated and checked at runtime using a software-based fault detection and recovery technique [20]. Put together, our approach can lead to 22% average energy savings for multimedia applications while guaranteeing application-level correctness, when compared to a recent work [9], which cannot guarantee application-level correctness. Comparing to the approach proposed in [20] which guarantees both application-level and numerical correctness, our method achieves 79% energy reduction.

关键词： Arrays Handheld computers Indexes Measurement Monitoring Runtime Vectors application-level correctness assurance application-level fidelity metrics control flow analysis data flow analysis data flow analysis fault tolerance program execution program segme

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An analysis tool set for reconfigurable media processing

An analysis tool set for reconfigurable media processing

引用

International Conference on Engineering of Reconfigurable Systems and Algorithms

作者： Dasu, A Akoglu, A Panchanathan, S Arizona State Univ Visual Comp & Commun Lab Tempe AZ 85287 USA

ISBN: (纸本)193241505X

Existing media processing solutions such as general purpose processors with,media acceleration support or application specific hardware units fail to satisfy the constraints of low power, less s ilicon area and varying computing demands of the applications. Our research effort aids the design of a dynamically reconfigurable processor through the use of a set of analysis and design tools. This paper describes a part of the first of a set of three tools., These are intended to help hardware and system designers arrive at optimal hardware software co-designs for applications of a given class. The reconfigurable computing devices thus designed, will be able to adapt the underlying. hardware dynamically in response to changes in the input data or processing environment.

关键词： dynamically reconfigurable control flow analysis

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Computation of static execute after relation with applications to software maintenance

Computation of static execute after relation with applicatio...

引用

23rd IEEE International Conference on Software Maintenance

作者： Beszedes, Arpad Gergely, Tamas Jasz, Judit Toth, Gabriella Gyimothy, Tibor Rajlich, Vaclav Univ Szeged Dept Software Engn Arpad Ter 2 H-6720 Szeged Hungary Wayne State Univ Dept Comp Sci Detroit MI 48202 USA

ISBN: (纸本)9781424412556

In this paper, we introduce Static Execute After (SEA) relationship among program components and present an efficient analysis algorithm. Our case studies show that SEA may approximate static slicing with perfect recall and high precision, while being much less expensive and more usable. When differentiating between explicit and hidden dependencies, our case studies also show that SEA may correlate with direct and indirect class coupling. We speculate that SEA may find applications in computation of hidden dependencies and through it in many maintenance tasks, including change propagation and regression testing.

关键词： impact analysis change propagation regression testing hidden dependencies coupling control flow analysis

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