Gustavo Grieco

Phd. student CIFASIS (AR)

BIOGRAPHY

Gustavo is a Phd. student working in computer security. Specifically, his topic is vulnerability discovery using Machine Learning. In the past, he participated in some security related internships in France (Grenoble, INRIA), Spain (Madrid, IMDEA Software) and the U.S. (Pittsburgh, Carnegie Mellon University, CyLab). Grieco also worked for a small startup in San Francisco researching and developing a Machine Learning technique to detect website selling counterfeit stuff.

Gihub accounts:

  • Personal: https://github.com/neuromancer/
  • Academic: https://github.com/gaa-cifasis/

Gustavo also work developing some security related software:

  • VDiscover
  • Symbolic Exploit Assistant (abandoned)
  • BARF (some small contributions)

Getting started with vulnerability discovery using Machine Learning

With sustained growth of software complexity, finding security vulnerabilities in operating systems has become an important necessity. Very well known vulnerability detection techniques like static analysis, symbolic execution or fuzzing can be very costly to be used in a large amount of test cases.

In this workshop, we present an approach that uses Machine Learning to train and predict if a test case shows patterns associated with a vulnerable behavior. It only requires a lightweight analysis to extract data, is fully automatic and adaptive to be trained using different vulnerability detection techniques. Additionally, it works directly on test cases without source code.

In this presentation, we will explain our predictive approach to vulnerability discovery and we will show how our open-source tool, VDiscover performs such analysis on a large amount of test cases.

Are you the next cyber security superstar?

If you are passionate about an information security topic or you have strong technical skills developing researches on your own, you should definitely Apply at Call for Papers. By submitting you will have the chance to showcase your work to +2000 attendees.

Other speakers joining this year

Sneha Rajguru

Security Consultant Payatu Technologies Pvt. Ltd (IN)

Alexandru Balan

Chief Security Researcher Bitdefender

Danijel Grah

Security Consultant Viris (SI)

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Orange Romania is the leader of the local telecom market and part of the Orange Group, one of the largest global telecommunications operators, connecting hundreds of millions of customers worldwide. With over 11 million customers and an annual turnover exceeding 1.5 billion euros, Orange Romania connects 1 in 2 Romanians and offers an extensive range of communication solutions to its customers, both individual users and companies, from basic services up to complete voice services, fixed and mobile data, TV services or smart home services, but also mobile financial services. Orange is also a leader in innovation investing yearly over 200 million euros in network infrastructure and R&D initiatives in Romania. In the past 3 years Orange has launched two 5G Labs in Bucharest and Iasi, that aim to support researchers, startups and companies to test their 5G solutions in advance. In addition, Orange is a long-term supporter of the startup ecosystem through the Orange Fab accelerator program designed to support entrepreneurs in the development of innovative products and their distribution locally and internationally. 

Orange Services was created in 2013 and is a 100% owned subsidiary of Orange Group. As a technology services company, our DNA is in IT, but our teams also work in other domains including mobile networks and a number of commercial and business functions. Orange Services is one of the largest technology hubs in the Orange Group, working internationally for both Orange corporate functions and country operations. Through a unique combination of cutting edge know-how and expertise, our teams provide a broad range of services: development and supervision of IT services in domains such as Big Data, Cloud, M2M, IoT, TV, Connected Objects; design and development of IT infrastructure and desktop solutions; testing & planning for mobile networks; implementation of supply chain solutions and also improvement of commercial & business performance including BI, CRM, Analytics, Digital learning and Customer Care. Visit us on LinkedIn.

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