Thu 7 Dec 2023 11:15 - 11:30 at Golden Gate C3 - Program Analysis III Chair(s): Marsha Chechik

We present LibKit, the first approach and tool for detecting the name and version of third-party libraries (TPLs) present in iOS apps. LibKit automatically builds fingerprints for 86K library versions available through the CocoaPods dependency manager and matches them on the decrypted app executables to identify the TPLs (name and version) an iOS app uses. LibKit supports apps written in Swift and Objective-C, detects statically and dynamically linked libraries, and addresses challenges such as partially included libraries and different compiler versions and configurations producing variants of the same library version. On a ground truth of 95 open-source apps LibKit identifies libraries with a precision of 91.1% and a recall of 83.9%. Moreover, the library identification and library version identification results positively compare with the best-performing Android tools. LibKit also significantly outperforms the state-of-the- art CRiOS tool for identifying TPL boundaries. When applied on 1,500 apps from the iTunes Store, it detects 47,015 library versions, identifying popular apps that contain old library versions

Thu 7 Dec

Displayed time zone: Pacific Time (US & Canada) change

11:00 - 12:30
Program Analysis IIIDemonstrations / Research Papers / Industry Papers at Golden Gate C3
Chair(s): Marsha Chechik University of Toronto
11:00
15m
Talk
Practical Inference of Nullability Types
Research Papers
Nima Karimipour University of California, Riverside, Justin Pham University of California, Riverside, Lazaro Clapp Uber Technologies Inc, Manu Sridharan University of California at Riverside
Media Attached
11:15
15m
Talk
LibKit: Detecting Third-Party Libraries in iOS Apps
Research Papers
Daniel Dominguez Alvarez University of Verona and IMDEA Software Institute, Alejandro de la Cruz IMDEA Software Institute, Alessandra Gorla IMDEA Software Institute, Juan Caballero IMDEA Software Institute
Media Attached
11:30
15m
Talk
Compositional Taint Analysis for Enforcing Security Policies at Scale
Industry Papers
Subarno Banerjee Amazon Web Services, Siwei Cui Texas A & M University, Michael Emmi Amazon Web Services, Antonio Filieri Amazon Web Services, Liana Hadarean Amazon Web Services, Peixuan Li Amazon Web Services, Linghui Luo Amazon Web Services, Goran Piskachev Amazon Web Services, Nico Rosner Amazon Web Services, Aritra Sengupta Amazon Web Services, Omer Tripp Amazon, Jingbo Wang University of Southern California
DOI Media Attached
11:45
15m
Talk
FunProbe: Probing Functions from Binary Code through Probabilistic Analysis
Research Papers
Soomin Kim KAIST, Hyungseok Kim The Affiliated Institute of ETRI, Sang Kil Cha KAIST, South Korea
Media Attached
12:00
15m
Talk
BigDataflow: A Distributed Interprocedural Dataflow Analysis Framework
Research Papers
Zewen Sun Nanjing University, Duanchen Xu Nanjing University, Yiyu Zhang Nanjing University, Yun Qi Nanjing University, Yueyang Wang Nanjing University, Zhiqiang Zuo Nanjing University, Zhaokang Wang Nanjing University, Yue Li Nanjing University, Xuandong Li Nanjing University, Qingda Lu Alibaba Group, Wenwen Peng Alibaba Group, Shengjian (Daniel) Guo Baidu Security
Media Attached
12:15
7m
Talk
CONAN: Statically Detecting Connectivity Issues in Android Applications
Demonstrations
Alejandro Mazuera-Rozo Universita della Svizzera italiana, Lugano, Switzerland and Universidad de los Andes, Colombia, Camilo Escobar-Velásquez Universidad de los Andes, Juan Espitia-Acero Universidad de los Andes, Colombia, Mario Linares-Vásquez Universidad de los Andes, Gabriele Bavota Software Institute, USI Università della Svizzera italiana
Media Attached