7 skills found
greentfrapp / Boundary AttackImplementation of the Boundary Attack algorithm as described in Brendel, Wieland, Jonas Rauber, and Matthias Bethge. "Decision-Based Adversarial Attacks: Reliable Attacks Against Black-Box Machine Learning Models." arXiv preprint arXiv:1712.04248 (2017).
AI-secure / QEBACode for CVPR2020 paper QEBA: Query-Efficient Boundary-Based Blackbox Attack
m-kahla / Label Only Model Inversion Attacks Via Boundary RepulsionNo description available
ttbrunner / Biased Boundary AttackImplementation of the Biased Boundary Attack for ImageNet
ttbrunner / Biased Boundary Attack AvcImplementation of the Biased Boundary Attack for the NeurIPS 2018 Adversarial Vision Challenge
AI-secure / PSBA[ICML 2021] "Progressive-Scale Boundary Blackbox Attack via Projective Gradient Estimation" by Jiawei Zhang*, Linyi Li*, Huichen Li, Xiaolu Zhang, Shuang Yang, Bo Li
Testorigensoftwaretesting / Latest Trends Affecting Your BusinessesWith regards to software testing trends, there’s bounty to consider for IT and QA administration. Picking the best strategy for software testing new technologies relies upon various components – for instance, what are the targets? Who is directing the software testing, and what amount of experience do they have? What are the courses of events and resources accessible? What are the end-client desires regarding usability and functionality? With such a great amount to consider, it can be hard for testers to keep pace with the consistently rising new procedures. Software testing industry is a regularly developing industry with extraordinary changes in the most recent decade. While test engineers are as yet attempting to adapt up to the progressions, new enclosures have developed. This isn’t just a challenge to the testers for consistent adapting yet additionally for the organizations to know about the best decision for their product or arrangement. New advances are overcoming and are disturbing existing innovations, which have been there for a long time. These new changes have dependably been a challenge to the testers, which is the reason we’ve arranged a rundown of the most recent and most prominent software testing trends set to affect in 2017… Software testing trends in 2017: Continuous Integration and Agile Will Continue to Rule the Pack: Following the latest trends in software testing, i.e. agile advancement technique, associations are rapidly embracing agile testing approach keeping in mind the end goal to advance transparency, adaptability, and quicken collaboration among different frameworks. Constant Integration causes engineers to coordinate their code under various circumstances into a common store consequently. It additionally empowers to identify bugs during the cycle due to which they can be corrected at the crucial formative stage to coordinate client necessities. This guarantees greatest code quality, expanded profitability, and fast conveyance. The Future is with Open Source Tools: The emerging trends in software testing will be apparent for a considerable measure of Open source testing tools in a demonstration. An ever-increasing number of organizations will acknowledge these tools for proper execution of Test Automation, Defect Management, Test Management, Agile, and DevOps. Only some support groups of open source tools can just turn out to be additionally included and dynamic. Developing Leaps of IoT: The development of IoT developing boundaries is one of the software testing future trends, so more clients count on IoT Testing before utilizing the software product. In a case the product isn’t tested for its effectiveness, functionality, and security – it will come underneath scanner. As per an investigation, over 70% of gadgets in IoT are vulnerable to security issues. Digital Transformation is setting down deep roots: With a greater part of associations making an invasion on the future trends in software testing, the requirement for digital change will require a huge move of focus towards digital testing. Powerful procedures for digital confirmation will be required for concentrating on streamlining functional testing crosswise over channels. More Focus on Security Testing: Digital change has brought about a time of associated gadgets and expanded utilizing of a few emerging technologies in software testing. With the awesome energy of innovations come extraordinary obligations to guarantee that any framework is exceedingly made preparations for all cyber dangers and different malicious attacks. As per a cyber-crime report by Hackerpocalypse, cyber-crime harms will hit approx $6 trillion every year with the worldwide spending on cyber-security services and products to exceed approx $1trillion by 2021. Consequently, security testing will turn out to be more conspicuous in reinforcing and tending to different security dangers. With MarketsandMarkets foreseeing, that the global security testing business sector will develop to $7.61 billion by 2021, security testing will turn out to be more essential, basic and extreme in the software testing trends 2017. As organizations are presently more client-driven, they are more disposed towards joining agile methodologies and are interested in receiving the recent software testing trends in keeping up with the present business benchmarks. In the coming years, these new trends in software testing will shape the testing field, and the way organizations see ‘quality’. Thus, with the cost of transformative effect on your business in 2017, refocus the quality affirmation on client experience and construct it on the DevOps and agile best practices. Moreover, also focus on security and automated testing. Also, to the software product to the market speedier, TestOrigen, as an Independent Software Testing Company well-known to recent trends in software testing and addressing defects and bugs professionally.
