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akashocx17's Projects

synapseml icon synapseml

Microsoft Machine Learning for Apache Spark

termgpt icon termgpt

Giving LLMs like GPT-4 the ability to plan and execute terminal commands

text-generation-webui icon text-generation-webui

A Gradio web UI for Large Language Models. Supports transformers, GPTQ, llama.cpp (ggml/gguf), Llama models.

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

understanding-javascript-vulnerabilities-in-large-real-world-android-applications icon understanding-javascript-vulnerabilities-in-large-real-world-android-applications

JavaScript-related vulnerabilities are becoming a major security threat to hybrid mobile applications. In this article, we present a systematic study to understand how JavaScript is used in real-world Android apps and how it may lead to security vulnerabilities. We begin by conducting an empirical study on the top-100 most popular Android apps to investigate JavaScript usage and its related security vulnerabilities. Our study identifies four categories of JavaScript usage and finds that three of these categories, if inappropriately used, can respectively lead to three types of vulnerabilities. We also design and implement an automatic tool named JSDroid to detect JavaScript-related vulnerabilities. We have applied JSDroid to 1,000 large real-world Android apps and found that over 70% of these apps have potential JavaScript-related vulnerabilities and 20% of them can be successfully exploited. Moreover, based on the vulnerabilities identified by JSDroid, we have successfully launched real attacks on 30 real-world apps.

wizardlm icon wizardlm

Family of instruction-following LLMs powered by Evol-Instruct: WizardLM, WizardCoder and WizardMath

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