In the proceedings of the acmsigsoft international symposium on software testing and analysis issta, july 2009. Loop extended symbolic execution on binary programs. Us8046752b2 dynamic prefetching of hot data streams. Furthermore, most of the binary symbolic execution platforms, such as intscope wang et al. Dynamic symbolic execution combines concrete execution with symbolic execution has important applications program testing and analysis automatic test case generation dart, pex, exe, klee, sage given an initial. Expression reductionfrom programs ina symbolic binary executor anthony romano and dawson engler stanford university abstract. We introduce loop extended symbolic execution, a generalization that broadens the coverage of symbolic results in programs with loops. Loop invariant symbolic execution for parallel programs.
Mar 01, 20 given the program binary and input message, our approach captures the program execution traces, and then reason about the behavior of a program on the input message from ilbased concolic execution. This research determines how appropriate symbolic execution is given its current implementation for binary analysis by measuring how much of an executable symbolic execution. A bibliography of papers related to symbolic execution saswatanandsymexbib. Song, loopextended symbolic execution on binary programs, in proc. In this thesis, we introduce the idea of combining symbolic execution with. Citeseerx loopextended symbolic execution on binary programs.
Binary concolic execution for automatic exploit generation. Dynamic binary analysis and instrumentation covering a function using a dse approach by jonathan salwan. Constraints may be hard to solve too many paths may be generated tons of details play a role during an execution. Static analysis has the advantage that can cover the entire program. The idea is to enhance the symbolic execution with the utilization of quantitative aspect of the shape, and to construct the exit state of the loop. A key limitation of symbolic execution is in dealing with code containing loops. Symbolic execution with irsbs technically supports execution from many other sources plugin interface but vex was the first and is the bestsupported. We discuss how to automatically bootstrap the construction of a symbolic execution engine for a processor instruction set such as x86, x64 or arm. To download containers from a ship bay, transport and stack them into a yard block, each ca follows three phases in negotiation. Loopextended symbolic execution on binary programs p saxena, p poosankam, s mccamant, d song proceedings of the eighteenth international symposium on software testing, 2009. Proceedings of the 18th acm international symposium on software testing and analysis. Loop extended symbolic execution on list manipulating programs. Expression reductionfrom programs ina symbolic binary. We in troduce loop extended symbolic execution, a generalization that broadens the coverage of symbolic results in programs with loops.
As malware increasingly obfuscates itself and applies antianalysis techniques to thwart our analysis, we need more sophisticated methods that allow us to raise. Concolic execution is a technique for program analysis that makes the values of certain inputs symbolic, symbolically executes a programs code, and computes a symbolic logical formula to represent a desired behavior of the program under analysis. Loopextended symbolic execution or lese is a new technique that generalizes previous dynamic symbolic execution techniques to have a richer treatment of the behavior of loops spms09. Ppt symbolic execution and program testing powerpoint. Loopextended symbolic execution on binary programs eecs at. Methods and software tools to support combined binary code analysis. Tuning parallel symbolic execution engine for better performance anil kumar karna 1, jinbo du 2, haihao shen 3, hao zhong 1, jiong gong 3, haibo yu 2, xiangning ma 3, jianjun zhao 4 1. The exit state is constrained by a set of numeric constraints containing normal symbolic variables in programs and instrumented symbolic variables on the shapes. Loopextended symbolic execution on binary programs eecs.
King gives you a nice intro on symbolic execution topic. Previous work automatically finds vulnerable states giffin, jha. The paper symbolic execution and program testing of james c. After you download your program, the cpu contains the logic required to monitor and control the devices in your application. First, the application of symbolic execution on large, real world programs requires solving complex and large constraints. Based on the concolic execution state that maps variables and memory addresses to both concrete values and symbolic expressions, we extract. Sep 17, 2009 this is an automated email from the git hookspostreceive script. In proceedings of the 20 international conference on software engineering, icse, pages 212221, piscataway, nj, usa, 20. The command creates a symbolic state at the current address.
For sequential programs, there is a way to overcome this limitation using loop invariants. Although there has been a great success in applying it to various securityrelated applications, a basic implementation of concolic execution only works well on small programs and scaling it to realworld binary programs is difficult. Loopextended symbolic execution on binary programs request pdf. In computer science, symbolic execution also symbolic evaluation is a means of analyzing a program to determine what inputs cause each part of a program to execute. Symbolic 8 and concolic analysis 38, 20, 40, 10 has seen much progress in recent years. Efficient loop navigation for symbolic execution springerlink. The primary abstraction we get from simuvex is the simstate, a representation of program state at a given time. To handle the problem, researchers have paralleled existing symbolic execution tools e. May 26, 2016 however, the importance of binary analysis is on the rise. Tuning parallel symbolic execution engine for better performance. No other negative implicit flows caused undertainting in our examples, but in the future we plan to extend our implementation to handle more negative implicit flows, at least in the most common cases without nested branches, arrays, or indirection. The backend library is debugger agnostic and can be extended to work with. Us8046752b2 us11280,476 us28047605a us8046752b2 us 8046752 b2 us8046752 b2 us 8046752b2 us 28047605 a us28047605 a us 28047605a us 8046752 b2 us8046752 b2 us 8046752b2 authority.
We introduce loopextended symbolic execution, a generalization that broadens the coverage of symbolic results in programs with loops. We introduce a technique which, given a start location above some loops and a target location anywhere below these loops, returns a feasible path between these two locations, if. Some registers and some stack memory locations are initialized using binaryninjas vsa. Anil kumar karna 1, jinbo du 2, haihao shen 3, hao zhong 1, jiong gong 3, haibo yu 2, xiangning ma 3, jianjun zhao 4. In this paper we propose a new symbolic execution technique, loopextended symbolic executionor lese for short, which gen.
The reliance on the source code greatly narrows the applications of many existing symbolic execution platforms. The example shows how to use klee to find all the solutions to a maze game. Using test case reduction and prioritization to improve symbolic execution, issta, 2014, chaoqiang zhang, alex groce, mohammad amin. Dynamic binary instrumentaion is a technique to analyze and modify the behavior of a binary program by injecting arbitrary code at arbitrary places while it is executing. The symbolic execution of our running example can reveal the symbolic program summaries in fig. We of course encourage a reader to download and try bugst. Loopextended symbolic execution on binary programs bitblaze. For this limited case it would likely be feasible to. Ppt loopextended symbolic execution on binary programs. A bibliography of papers related to symbolic execution github. Prateek saxena, pongsin poosankam, stephen mccamant, and dawn song. Throughout execution, a program is evaluated with a bitvector theo. Symbolic execution is a popular program analysis technique introduced in.
In many situations binary analysis is the only possible way to prove or disprove properties about the code that is actually executed. Us9619375b2 methods and systems for automatically testing. We show how to automatically synthesize symbolic representations of individual processor instructions from inputoutput examples and express them as. Symbolic execution is a systematic program analysis technique that has become increasingly popular in network software testing, due to algorithmic advances and availability of computational power. Information security center, national engineering laboratory for disaster backup and recovery, beijing university of posts and telecommunications, beijing 100876, china. Dynamic test generation for large binary programs by david alexander molnar doctor of philosophy in computer science university of california, berkeley professor david a.
Symbolic execution is a successful technique used in software verification and testing. Firstly, it interacts with qas to choose the quay crane for downloading. Pdf loopextended symbolic execution on binary programs. In particular, cloud9 is a widely used paralleled symbolic execution tool, and researchers have used the tool to. A few simple tests with solvers were conducted to check whether it is possible to use this approach when analyzing real programs. In this paper, we present a binary analysis framework that implements a number of analysis techniques that have been proposed in the past. Symbolic binary execution is a dynamic analysis method which explores program paths to generate test cases for compiled code. Loop extended symbolic execution on binary programs in proceedings of the acmsigsoft international symposium on software testing and analysis, july 2009. Slides from this harvard course are useful to visualize symbolic execution with nice figures and examples. Techniques for verifying program assertions using symbolic execution exhibit a significant limitation. Pdf symbolic execution and debugging synchronization. The cpu combines a microprocessor, an integrated power supply, input and output circuits, builtin profinet, highspeed motion control io, and onboard analog inputs in a compact housing to create a powerful controller.
Implementation of an effective dynamic concolic execution. We in troduce loopextended symbolic execution, a generalization that broadens the coverage of symbolic results in programs with loops. The container is the main entity flowing in the system and flows of containers are controlled by agents. Get a constantly updating feed of breaking news, fun stories, pics, memes, and videos just for you. Finding hidden path in the environmentintensive program. Contribute to trailofbitsmanticore development by creating an account on github.
Loopextended symbolic execution can be used to get better results from symbolic execution whenever it is used with programs in which loops are important. Solvers and symbolic execution of binary files to maximize the coverage of all possible paths in the program, at first glance it seems that the use of a fully symbolic memory approach is optimal. Modern aeg research dates to at least ganapathy in 2011, we proposed aeg techniques that find et al. Proceedings of the twelfth international conference on the synthesis and simulation of living systems see other formats. Reddit gives you the best of the internet in one place. It was generated because a ref change was pushed to the repository containing. Juan caballero, pongsin poosankam, christian kreibich, and dawn song 2009. Finding bios vulnerabilities with symbolic execution and virtual platforms by engblom, jakob, published on june 6, 2017, updated june 7, 2019 fuzzing is a common technique used by hackers to find vulnerabilities, where random inputs are sent to expose mistakes in code. Symbolic execution, sometime refers to as symbolic evaluation, was originally proposed as a static program analysis technique clarke, 1976 which executes programs with symbols rather than concrete input, maintains a path condition that is updated whenever a branch instruction is executed, and encodes the constraints on the inputs that reach program points howden, 1977. Pdf a survey of symbolic execution techniques researchgate. The symbolic execution also known as symbolic evaluation technique is a specific type of symbolic analysis of programs. It introduces symbolic variables for the number of times each loop executes, and links these with features of a known input grammar such as variablelength or repeating fields. The others produce the symbolic output presented in the figure. We can effectively implement it by a binary heap data structure.
Loopextended symbolic execution on binary programs. A bibliography of papers on symbolic execution technique. It basically gives you an api to hook wherever you want in the binary while its running. Principled reverse engineering of types in binary programs, proceedings of the 18th network and distributed system. I used manticores power to solve magic, a challenge. Symbolic execution is a key component of precise binary program analysis tools. A nice explanation of how symbolic execution can be used to generate interesting program inputs. The symbolic execution process is one that produces. Loopextended symbolic execution on binary programs prateek saxena pongsin poosankam stephenmccamant dawn song ucberkeley carnegie mellon university.
Manticore is a nextgeneration binary analysis tool with a simple yet powerful api for symbolic execution, taint analysis, and instrumentation. Song, loopextended symbolic execution on binary programs, proceedings of the 18th international symposium. Some handle binary programs 40, 10, 33, 6 and can explore various paths in a binary. Symbolic execution 38 language syntax and the individual programs written in the language need not be changed the only opportunity to introduce symbolic data is as input to the program assignment and branch statement must be extended to handle symbolic values assignment statement righthand side of the statement may be. Tuning parallel symbolic execution engine for better. However, existing symbolic execution techniques are limited to examining one execution path at a time, in which symbolic variables reflect only direct data dependencies. Finding bios vulnerabilities with symbolic execution and. As symbolic execution exhaustively explores all feasible paths, it is quite time consuming. This cited by count includes citations to the following articles in scholar. P saxena, d akhawe, s hanna, f mao, s mccamant, d song. Symbolic execution can start from any point in the program and it can perform mixed concrete symbolic execution. Other forms of symbolic analysis of programs include bounded model checking which tools such as cbmc, escjava use and abstractionbased model checking which tools such as slam, blast use.
An interpreter follows the program, assuming symbolic values for inputs rather than obtaining actual inputs as normal execution of the program. On the problems of developing klee based symbolic interpreter. However, existing symbolic execution techniques are limited to examining one execution path at a time, in which symbolic variables re. Wagner, chair this thesis develops new methods for addressing the problem of software security bugs, shows that these methods scale to large commodity software, and lays the. State matching is turned off during symbolic execution. Loopextended symbolic execution on binary programs core. Although the symbolic execution technique was rst proposed in the mid seventies, the technique has received much attention recently from researchers for two reasons. Lei xue 1, huang wei 2, fanwenqing 2, yang yixian 1. Mixed concrete and symbolic execution is an important technique for finding and understanding software bugs, including securityrelevant ones. Citeseerx loopextended symbolic execution on binary. Getting started with dynamic binary analysis n0p blog. A comparison tool for binary files, that assists vulnerability researchers and engineers to quickly find differences and similarities in disassembled code.
Sep 14, 2017 symbolic execution is widely used in many code analysis, testing, and verification tools. Instructions to execute a method symbolically, the user needs to specify which method arguments are symbolic concrete. Anil kumar karna 1, jinbo du 2, haihao shen 3, hao zhong 1. Mar 02, 2009 we introduce loop extended symbolic execution, a generalization that broadens the coverage of symbolic results in programs with loops. Automated synthesis of symbolic instruction encodings from.
152 321 389 977 385 1070 821 839 644 1414 742 1489 110 562 975 1119 346 899 1549 188 1233 876 1383 1314 15 1366 1324 405 587 64 1444 515 595 970