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The increasing trend of using Large Language Models (LLMs) for code generation raises the question of their capability to generate trustworthy code. While many researchers are exploring the utility of code generation for uncovering software…

密码学与安全 · 计算机科学 2024-04-08 Zahra Mousavi , Chadni Islam , Kristen Moore , Alsharif Abuadbba , Muhammad Ali Babar

Context: Cryptographic APIs are said to be not usable and researchers suggest to add example code to the documentation. Aim: We wanted to create a free platform for cryptographic code examples that improves the usability and security of…

密码学与安全 · 计算机科学 2018-07-04 Kai Mindermann , Stefan Wagner

Cryptography has been extensively used in Android applications to guarantee secure communications, conceal critical data from reverse engineering, or ensure mobile users' privacy. Various system-based and third-party libraries for Android…

密码学与安全 · 计算机科学 2022-07-08 Adam Janovsky , Davide Maiorca , Dominik Macko , Vashek Matyas , Giorgio Giacinto

Cryptographic API misuses, such as exposed secrets, predictable random numbers, and vulnerable certificate verification, seriously threaten software security. The vision of automatically screening cryptographic API calls in massive-sized…

密码学与安全 · 计算机科学 2019-03-28 Sazzadur Rahaman , Ya Xiao , Sharmin Afrose , Fahad Shaon , Ke Tian , Miles Frantz , Danfeng , Yao , Murat Kantarcioglu

The correct use of cryptography is central to ensuring data security in modern software systems. Hence, several academic and commercial static analysis tools have been developed for detecting and mitigating crypto-API misuse. While…

密码学与安全 · 计算机科学 2026-02-05 Amit Seal Ami , Scott Marsden , Kevin Moran , Denys Poshyvanyk , Adwait Nadkarni

Designing an effective API is essential for library developers as it is the lens through which clients will judge its usability and benefits, as well as the main friction point when the library evolves. Despite its importance, defining the…

软件工程 · 计算机科学 2024-02-20 Gustave Monce , Thomas Couturou , Yasmine Hamdaoui , Thomas Degueule , Jean-Rémy Falleri

Modern software development relies heavily on Application Programming Interface (API) libraries. However, there are often certain constraints on using API elements in such libraries. Failing to follow such constraints (API misuse) could…

软件工程 · 计算机科学 2019-08-20 Tam The Nguyen , Phong Minh Vu , Tung Thanh Nguyen

Currently, Application Programming Interfaces (APIs) are becoming increasingly popular to facilitate data transfer in a variety of mobile applications. These APIs often process sensitive user information through their endpoints, which are…

密码学与安全 · 计算机科学 2023-10-24 Nate Haris , Kendree Chen , Ann Song , Benjamin Pou

Context: Cryptographic APIs are often misused in real-world applications. Therefore, many cryptographic API misuse detection tools have been introduced. However, there exists no established reference benchmark for a fair and comprehensive…

软件工程 · 计算机科学 2022-04-14 Michael Schlichtig , Anna-Katharina Wickert , Stefan Krüger , Eric Bodden , Mira Mezini

Cryptographic (crypto) algorithms are the essential ingredients of all secure systems: crypto hash functions and encryption algorithms, for example, can guarantee properties such as integrity and confidentiality. Developers, however, can…

密码学与安全 · 计算机科学 2020-09-07 Luca Piccolboni , Giuseppe Di Guglielmo , Luca P. Carloni , Simha Sethumadhavan

Java platform provides various APIs to facilitate secure coding. However, correctly using security APIs is usually challenging for developers who lack cybersecurity training. Prior work shows that many developers misuse security APIs; such…

密码学与安全 · 计算机科学 2021-02-16 Ying Zhang , Mahir Kabir , Ya Xiao , Danfeng , Yao , Na Meng

Usability issues that exist in security APIs cause programmers to embed those security APIs incorrectly to the applications they develop. This results in introduction of security vulnerabilities to those applications. One of the main…

密码学与安全 · 计算机科学 2017-06-13 Chamila Wijayarathna , Nalin Asanka Gamagedara Arachchilage , Jill Slay

Machine Learning software systems are frequently used in our day-to-day lives. Some of these systems are used in various sensitive environments to make life-changing decisions. Therefore, it is crucial to ensure that these AI/ML systems do…

机器学习 · 计算机科学 2025-08-25 Ajoy Das , Gias Uddin , Shaiful Chowdhury , Mostafijur Rahman Akhond , Hadi Hemmati

Context: Poor usability of cryptographic APIs is a severe source of vulnerabilities. Aim: We wanted to find out what kind of cryptographic libraries are present in Rust and how usable they are. Method: We explored Rust's cryptographic…

密码学与安全 · 计算机科学 2018-07-19 Kai Mindermann , Philipp Keck , Stefan Wagner

API misuse in code generated by large language models (LLMs) presents a serious and growing challenge in software development, as although LLMs demonstrate impressive code generation capabilities, their interactions with complex library…

软件工程 · 计算机科学 2025-12-19 Terry Yue Zhuo , Junda He , Jiamou Sun , Zhenchang Xing , David Lo , John Grundy , Xiaoning Du

API misuse introduces security vulnerabilities, system failures, and increases maintenance costs, all of which remain critical challenges in software development. Existing detection approaches rely on static analysis or machine…

软件工程 · 计算机科学 2025-09-23 Saikat Mondal , Chanchal K. Roy , Hong Wang , Juan Arguello , Samantha Mathan

Knowing what sensitive resources a dependency could potentially access would help developers assess the risk of a dependency before selection. One way to get an understanding of the potential sensitive resource usage by a dependency is…

密码学与安全 · 计算机科学 2025-03-19 Imranur Rahman , Ranidya Paramitha , Henrik Plate , Dominik Wermke , Laurie Williams

Application programming interfaces (APIs) have become a central part of the modern IT environment, allowing developers to enrich the functionality of applications and interact with third parties such as cloud and payment providers. This…

密码学与安全 · 计算机科学 2026-03-17 Nurullah Demir , Yash Vekaria , Georgios Smaragdakis , Zakir Durumeric

Web APIs provide a systematic and extensible approach for application-to-application interaction. A large number of mobile applications makes use of web APIs to integrate services into apps. Each Web API's evolution pace is determined by…

软件工程 · 计算机科学 2014-07-17 Tiago Espinha , Andy Zaidman , Hans-Gerhard Gross

Most programming languages, besides C, provide a native abstraction for character strings, but string APIs vary widely in size, expressiveness, and subjective convenience across languages. In Pharo, while at first glance the API of the…

编程语言 · 计算机科学 2019-04-30 Damien Pollet , Stéphane Ducasse