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The correct adoption of cryptography APIs is challenging for mainstream developers, often resulting in widespread API misuse. Meanwhile, cryptography misuse detectors have demonstrated inconsistent performance and remain largely…

Cryptography and Security · Computer Science 2024-09-11 Ehsan Firouzi , Mohammad Ghafari , Mike Ebrahimi

Ethereum has officially provided a set of system-level cryptographic APIs to enhance smart contracts with cryptographic capabilities. These APIs have been utilized in over 10% of Ethereum transactions, motivating developers to implement…

Cryptography and Security · Computer Science 2024-08-12 Jiashuo Zhang , Yiming Shen , Jiachi Chen , Jianzhong Su , Yanlin Wang , Ting Chen , Jianbo Gao , Zhong Chen

Previous research has shown that crypto APIs are hard for developers to understand and difficult for them to use. They consequently rely on unvalidated boilerplate code from online resources where security vulnerabilities are common. We…

Cryptography and Security · Computer Science 2019-08-06 Mohammadreza Hazhirpasand , Mohammad Ghafari , Stefan Krüger , Eric Bodden , Oscar Nierstrasz

Host-based cryptomining malware, commonly known as cryptojackers, have gained notoriety for their stealth and the significant financial losses they cause in Linux-based cloud environments. Existing solutions often struggle with scalability…

Cryptography and Security · Computer Science 2025-10-22 Gyeonghoon Park , Jaehan Kim , Jinu Choi , Jinwoo Kim

Background: Previous studies have shown that up to 99.59 % of the Java apps using crypto APIs misuse the API at least once. However, these studies have been conducted on Java and C, while empirical studies for other languages are missing.…

Software Engineering · Computer Science 2021-09-03 Anna-Katharina Wickert , Lars Baumgärtner , Florian Breitfelder , Mira Mezini

Mobile apps often embed authentication secrets, such as API keys, tokens, and client IDs, to integrate with cloud services. However, developers often hardcode these credentials into Android apps, exposing them to extraction through reverse…

Cryptography and Security · Computer Science 2025-10-22 Marco Alecci , Jordan Samhi , Tegawendé F. Bissyandé , Jacques Klein

Mobile applications rely on complex backends that introduce significant security risks, yet developers often lack the tools to assess these risks effectively. This paper presents AndroScanner, an automated pipeline for detecting…

Cryptography and Security · Computer Science 2026-04-17 Harini Dandu

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…

Cryptography and Security · Computer Science 2018-07-04 Kai Mindermann , Stefan Wagner

Automated detection of software vulnerabilities remains a critical challenge in software security. Log4j is an industrial-grade Java logging framework listed as one of the top 100 critical open source projects. On Dec. 10, 2021 a severe…

Software Engineering · Computer Science 2026-01-05 Victor Wen , Zedong Peng

IT systems are facing an increasing number of security threats, including advanced persistent attacks and future quantum-computing vulnerabilities. The move towards crypto-agility and post-quantum cryptography (PQC) requires a reliable…

Cryptography and Security · Computer Science 2026-03-23 Eduard Hirsch , Kristina Raab , Tobias J. Bauer , Daniel Loebenberger

Tools focused on cryptographic API misuse often detect the most basic expressions of the vulnerable use, and are unable to detect non-trivial variants. The question of whether tools should be designed to detect such variants can only be…

Cryptography and Security · Computer Science 2025-10-16 Victor Olaiya , Adwait Nadkarni

Large language models (LLMs) are increasingly used to assist developers with code, yet their implementations of cryptographic functionality often contain exploitable flaws. Minor design choices (e.g., static initialization vectors or…

Cryptography and Security · Computer Science 2026-02-09 Max Manolov , Tony Gao , Siddharth Shukla , Cheng-Ting Chou , Ryan Lagasse

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…

Cryptography and Security · Computer Science 2026-02-05 Amit Seal Ami , Scott Marsden , Kevin Moran , Denys Poshyvanyk , Adwait Nadkarni

The Python Package Index (PyPI) has become a target for malicious actors, yet existing detection tools generate false positive rates of 15-30%, incorrectly flagging one-third of legitimate packages as malicious. This problem arises because…

Cryptography and Security · Computer Science 2026-01-28 Wenbo Guo , Chengwei Liu , Ming Kang , Yiran Zhang , Jiahui Wu , Zhengzi Xu , Vinay Sachidananda , Yang Liu

APIs are the primary mechanism for developers to gain access to externally defined services and tools. However, previous research has revealed API misuses that violate the contract of APIs to be prevalent. Such misuses can have harmful…

Cryptography and Security · Computer Science 2021-05-18 Rodrigo Bonifacio , Stefan Krüger , Krishna Narasimhan , Eric Bodden , Mira Mezini

As software development practices increasingly adopt AI-powered tools, ensuring that such tools can support secure coding has become critical. This study evaluates the effectiveness of GitHub Copilot's recently introduced code review…

Software Engineering · Computer Science 2025-09-18 Amena Amro , Manar H. Alalfi

Cryptojacking applications pose a serious threat to mobile devices. Due to the extensive computations, they deplete the battery fast and can even damage the device. In this work we make a step towards combating this threat. We collected and…

Cryptography and Security · Computer Science 2020-02-25 Stanislav Dashevskyi , Yury Zhauniarovich , Olga Gadyatskaya , Aleksandr Pilgun , Hamza Ouhssain

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…

Software Engineering · Computer Science 2022-04-14 Michael Schlichtig , Anna-Katharina Wickert , Stefan Krüger , Eric Bodden , Mira Mezini

Developers usually use TPLs to facilitate the development of the projects to avoid reinventing the wheels, however, the vulnerable TPLs indeed cause severe security threats. The majority of existing research only considered whether projects…

Software Engineering · Computer Science 2024-09-05 Fangyuan Zhang , Lingling Fan , Sen Chen , Miaoying Cai , Sihan Xu , Lida Zhao

We propose a novel approach to improving software security called Cryptographic Path Hardening, which is aimed at hiding security vulnerabilities in software from attackers through the use of provably secure and obfuscated cryptographic…

Software Engineering · Computer Science 2012-02-03 Vijay Ganesh , Michael Carbin , Martin Rinard