category: IoT and Security

category: Auto, Security & Edge AI

How Safe Is Safe Enough?
By Frank Schirrmeister - 04 May, 2023 - Comments: 1

That was the overarching question a group of 180 experts discussed last week at the ISO 26262 & SOTIF conference for four days during #FuSaWeek2023 in Berlin. "How Safe is Safe Enough" is also the title of Prof. Koopman's book from September 2022. I mentioned him in my blog "Are We Too Hard On Artificial Intelligence For Autonomous Driving?" Prof. Koopman was referenced often in Berlin, and... » read more

ML Automotive Chip Design Takes Off
By Ann Mutschler - 04 May, 2023 - Comments: 0

Machine learning is increasingly being deployed across a wide swath of chips and electronics in automobiles, both for improving reliability of standard parts and for the creation of extremely complex AI chips used in increasingly autonomous applications. On the design side, the majority of EDA tools today rely on reinforcement learning, a machine learning subset of AI that teaches a machine ... » read more

Going Virtual In Automotive Electronics Development
By Filip Thoen - 04 May, 2023 - Comments: 0

Developing the electrical/electronic (E/E) systems in automobiles and other vehicles has always been challenging due to the rough environmental conditions experienced on the road and the high expectations for safety and reliability. In recent years, these challenges have been exacerbated by several industry trends. They have triggered a revolution in how electronic control units (ECUs) are desi... » read more

Data Leakage Becoming Bigger Issue For Chipmakers
By Ed Sperling - 04 May, 2023 - Comments: 0

Data leakage is becoming more difficult to stop or even trace as chips become increasingly complex and heterogeneous, and as more data is stored and utilized by chipmakers for other designs. Unlike a cyberattack, which typically is done for a specific purpose, such as collecting private data or holding a system ransom, data leaks can spring up anywhere. And as the value of data increases, th... » read more

Hardware-Based Cybersecurity For Software-Defined Vehicles
By Lee Harrison - 04 May, 2023 - Comments: 0

As vehicle technology advances, so does the complexity of the electrical/electronic systems within these smart vehicles. A software-defined vehicle (SDV) relies on centralized compute and an advanced software stack to control most of its functionality, from engine performance to infotainment systems. SDVs are becoming more important as automakers look to improve vehicle performance, reduce emis... » read more

Role Of IoT Software Expanding
By John Koon - 04 May, 2023 - Comments: 0

IoT software is becoming much more sophisticated and complex as vendors seek to optimize it for specific applications, and far more essential for vendors looking to deliver devices on-time and on-budget across multiple market segments. That complexity varies widely across the IoT. For example, the sensor monitoring for a simple sprinkler system is far different than the preventive maintenanc... » read more

Issues And Challenges In Super-Resolution Object Detection And Recognition
By Jeremy Roberson - 04 May, 2023 - Comments: 0

If you want high performance AI inference, such as Super-Resolution Object Detection and Recognition, in your SoC the challenge is to find a solution that can meet your needs and constraints. You need inference IP that can run the model you want at high accuracy. You need inference IP that can run the model at the frame rate you want: higher frame rate = lower latency, more time for dec... » read more

Securely Store Your Credentials And Cryptographic Keys In TPM 2.0
By Sneha Prahalad - 04 May, 2023 - Comments: 0

A Trusted Platform Module (TPM) can securely store cryptographic keys that are specific to the host system and provide restricted access to the stored keys and secrets. You can never read out private keys, or in other words retrieve them as is from the TPM. Let’s say you need to generate a signature: you can indicate the private key you wish to use from the TPM to sign the message. You can... » read more

Automotive Security: Meeting The Growing Challenges With Certified Hardware Security Module IP
By Bart Stevens - 04 May, 2023 - Comments: 0

Automotive systems, and the semiconductors used within them, are some of the most complex electronics seen today. The radical transformation from an isolated mechanical car to a connected software-driven car is driving the increased use of semiconductors in vehicles: these include advanced driver assistance systems (ADAS), electrification, and enhanced driver/passenger experience. More conne... » read more

Secure Implementation Of Post-Quantum Crypto In The Spotlight
By Marc Witteman - 04 May, 2023 - Comments: 0

The US-based NIST body takes a leading role in the migration to Post-Quantum Crypto (PQC). After a multi-year selection process, in 2022 they preliminarily identified a number of Post Quantum algorithms, which were recommended to replace the current public key algorithms (RSA, ECC). While the process of scrutiny is still ongoing, they now took another important step by putting emphasis on imple... » read more

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