Adversarial Threats in Quantum Machine Learning: a Survey of Attacks and Defenses

Quantum Machine Learning QML integrates quantum computing with classical machine learning, primarily to solve classification, regression and generative tasks. However, its rapid development raises critical security challenges in the Noisy Intermediate-Scale Quantum NISQ era. This chapter examines...

Cut Tracing with E-Graphs for Boolean FHE Circuit Synthesis

Fully Homomorphic Encryption FHE is a promising privacy-preserving technology enabling secure computation over encrypted data. A major limitation of current FHE schemes is their high runtime overhead. As a result, automatic optimization of circuits describing FHE computation has garnered...

ReDASH: Fast and efficient Scaling in Arithmetic Garbled Circuits for Secure Outsourced Inference

Whitepaper called ReDASH: Fast and efficient Scaling in Arithmetic Garbled Circuits for Secure Outsourced Inference...

Forensics of Error Rates of Quantum Hardware

There has been a rise in third-party cloud providers offering quantum hardware as a service to improve performance at lower cost. Although these providers provide flexibility to the users to choose from several qubit technologies, quantum hardware, and coupling maps; the actual execution of the...

Towards Fuzzing Zero-Knowledge Proof Circuits (Short Paper)

Whitepaper called Towards Fuzzing Zero-Knowledge Proof Circuits Short Paper...

VApps: Verifiable Applications at Internet Scale

Blockchain technology promises a decentralized, trustless, and interoperable infrastructure. However, widespread adoption remains hindered by issues such as limited scalability, high transaction costs, and the complexity of maintaining coherent verification logic across different blockchain layer...

The Hardness of Learning Quantum Circuits and Its Cryptographic Applications

We show that concrete hardness assumptions about learning or cloning the output state of a random quantum circuit can be used as the foundation for secure quantum cryptography. In particular, under these assumptions we construct secure one-way state generators OWSGs, digital signature schemes,...

ZkFuzz: Foundation and Framework for Effective Fuzzing of Zero-Knowledge Circuits

Zero-knowledge ZK circuits enable privacy-preserving computations and are central to many cryptographic protocols. Systems like Circom simplify ZK development by combining witness computation and circuit constraints in one program. However, even small errors can compromise security of ZK programs...

CVE-2024-10721

A stored cross-site scripting XSS vulnerability was discovered in phpipam/phpipam version 1.5.2. This vulnerability allows an attacker to inject malicious scripts into the application, which can be executed in the context of other users who view the affected page. The issue occurs in the circuits...

CVE-2024-10719

A stored cross-site scripting XSS vulnerability exists in phpipam version 1.5.2, specifically in the circuits options functionality. This vulnerability allows an attacker to inject malicious scripts via the 'option' parameter in the POST request to...

CVE-2024-10719: Improper Neutralization of Input During Web Page Generation

A stored cross-site scripting XSS vulnerability exists in phpipam version 1.5.2, specifically in the circuits options functionality. This vulnerability allows an attacker to inject malicious scripts via the 'option' parameter in the POST request to...

CVE-2024-10721: Improper Neutralization of Input During Web Page Generation

A stored cross-site scripting XSS vulnerability was discovered in phpipam/phpipam version 1.5.2. This vulnerability allows an attacker to inject malicious scripts into the application, which can be executed in the context of other users who view the affected page. The issue occurs in the circuits...

PT-2025-12058

Name of the Vulnerable Software and Affected Versions phpipam/phpipam version 1.5.2 Description A stored cross-site scripting XSS vulnerability was discovered in the circuits options page, specifically at the endpoint https://demo.phpipam.net/tools/circuits/options/. This issue allows an attacker...

PT-2025-12056

Name of the Vulnerable Software and Affected Versions phpipam versions 1.5.2 through 1.6.x Description A stored cross-site scripting XSS issue exists, specifically in the circuits options functionality. This allows an attacker to inject malicious scripts via the option parameter in the POST reque...

phpIPAM 跨站脚本漏洞

phpIPAM is the phpIPAM open source set of open source PHP and MySQL based IP address management applications IPAM. A cross-site scripting vulnerability exists in phpIPAM version 1.5.2, which stems from a stored cross-site scripting vulnerability in the circuits options feature, which allows an...

phpIPAM 安全漏洞

phpIPAM is phpIPAM open source set of open source PHP and MySQL based IP address management application IPAM. A cross-site scripting vulnerability exists in phpIPAM version 1.5.2, which stems from the lack of effective filtering and escaping of user-supplied data on the circuits options page, whi...

CVE-2024-40742

A cross-site scripting XSS vulnerability in netbox v4.0.3 allows attackers to execute arbitrary web scripts or HTML via a crafted payload injected into the circuit ID parameter at /circuits/circuits/add...

CVE-2024-40741

A cross-site scripting XSS vulnerability in netbox v4.0.3 allows attackers to execute arbitrary web scripts or HTML via a crafted payload injected into the circuit ID parameter at /circuits/circuits/id/edit/...

CVE-2024-40741: Improper Neutralization of Input During Web Page Generation

A cross-site scripting XSS vulnerability in netbox v4.0.3 allows attackers to execute arbitrary web scripts or HTML via a crafted payload injected into the circuit ID parameter at /circuits/circuits/id/edit/...

CVE-2024-40742: Improper Neutralization of Input During Web Page Generation

A cross-site scripting XSS vulnerability in netbox v4.0.3 allows attackers to execute arbitrary web scripts or HTML via a crafted payload injected into the circuit ID parameter at /circuits/circuits/add...