Events
Cipta Herwana (Google) – Launching Successful ML Projects in the Real World
In this talk, Cipta will share some lessons learned from real world projects around the necessary considerations and tools required to support a production ML model, as well as communication with stakeholders and product managers.
Billio Jeverson and Vieri Vincent (SHIELD) – Applied Information Retrieval
AI and Machine Learning has revolutionized the way industries operate today. From engineering and healthcare, to banking and fraud prevention, no industry has been left untouched by AI.
Zhang Hao (4Paradigm Technology) – Parallel Computing in Machine Learning Database: A Case Study of OpenMLDB
In this talk, we will look at how Parallel Computing is applied in our machine learning database – OpenMLDB.
Francesco Gelli (PayPal) – Applied Information Retrieval
In this talk we are providing some examples of industry application of Information Retrieval, including open domain IR, conversational and sentence classification.
Eugene Lim (GOVTECH) – Hacking the Synology NAS: Reversing and Fuzzing Hardened
Eugene Lim will do a deep dive into the techniques used to reverse engineer, fuzz, and exploit the firmware, as well as lessons on building rugged software.
Tay Jun Jie (HDB) – Looking Beyond the Nuts and Bolts of AI
This seminar reflects on HDB’s journey on applying AI and what it takes to upkeep AI in the real world. Issues such as ethics, limitations of AI, attacks on AI will also be discussed.
Subhajit Roy (Indian Institute of Technology Kanpur) – Deferred concretization in symbolic execution via fuzzing
Concretization is an effective weapon in the armory of symbolic execution engines. However, concretization can lead to loss in coverage, path divergence, and generation of test-cases on which the intended bugs are not reproduced. In this paper, we propose an algorithm, Deferred Concretization, that uses a new category for values within symbolic execution (referred to as the symcrete values) to pend concretization till they are actually needed.
Christos Yiacoumis, Andreas Costi, Konrads Klints and Julie Cabuhat (KPMG) – A day in the life of a security consultant, hacking systems and humans and Data Science and Incident Response (DSIR)
This talk by KPMG will go through a day in the life of a security consultant.
Daniel Dahlmeier (SAP) – Developing NLP in Industry and Chieu Hai Leong (DSO) – Fake News Detection
In the first half of the talk, students will get an understanding of what it is like to work in industry as an NLP expert. The second half will be a sharing on how fake news can be a threat to national security.
Design Innovation for Computing Workshop
ISTD hosted a group of 36 pre-university students for the second run of the one-day Design Innovation Computing workshop on 23 June 2022, held at the SUTD campus, targeting students for university admission in year 2023.