Physical and Advanced Side-Channel Attacks from edX

On the hardware side, we will mount power analysis attacks on the cryptographic algorithms RSA and AES. We will see that simple power analysis attacks and differential power analysis attacks are powerful enough to obtain fine-grained information such as cryptographic keys, user input, or secrets of the operating system. This skill set and knowledge will give you the ability to spot these side channels in hardware and software projects. We will then cover countermeasures and mitigation strategies that allow you to develop side-channel-resilient hardware and software and protect your security-critical applications and sensitive information.

On the software side, we will learn about branch prediction an prefetching. We will learn how these mechanisms can be subverted into powerful side-channel attacks. You will need programming skills (C, C++, Python) and we will provide you with the knowledge required beyond these, including basics on hardware design, computer architecture, operating systems, and cryptography.

You will learn which attacks are relevant in the concrete environments you are working with, extending to your risk assessment skills. In a set of small exercises, you will demonstrate that you understood the techniques behind simple power analysis, and differential power analysis, as well as prefetch side channels and branch-prediction side channels.

What's inside

Learning objective

- understand where real-world systems expose physical side channels and how to exploit them- how and why simple power analysis and differential power analysis work- understand the security risks posed by physical side-channel attackers as well as sophisticated software-based attackers- understand how these attacks can be mitigated.

Syllabus

- Episode 1: A Single Trace

Daniel breaks his student card that lets him enter the student lab. Fortunately, they just learned about physical side-channel attacks and so Daniel comes up with a plan how to get his entry back, with simple power analysis.

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Taught by experts in security and hardware design

Develops practical skills for identifying and countering physical side-channel attacks

Suitable for learners with programming skills in C, C++, or Python

Provides a solid foundation in side-channel vulnerabilities and countermeasures

May require additional background knowledge in hardware design, computer architecture, and operating systems

Reviews summary

Deep dive into side-channel attacks

According to students, this course offers a deep dive into the complex world of physical and software side-channel attacks. Learners particularly praise the hands-on labs for power analysis and the expertly presented content on branch prediction and prefetching. While the course is highly practical and covers effective mitigation strategies, it does come with a steep learning curve. Students note that a strong foundation in C/C++/Python and computer architecture is essential, as the course assumes significant prior knowledge. Recent updates have improved lab clarity and overall polish, making it a rigorous and comprehensive offering for those serious about hardware and software security.

Recent updates have enhanced clarity and user experience.

"They've clearly updated some of the labs and clarified instructions since I first attempted this a year ago."

"The course is now much more polished and user-friendly, without sacrificing the rigor and depth."

"I noticed significant improvements in the explanations and overall presentation compared to earlier versions."

Covers complex topics like DPA and branch prediction in detail.

"The branch prediction and prefetching sections were a highlight for me, very relevant for software security."

"The differential power analysis content was expertly presented, clear, and comprehensive."

"This course is truly advanced and delves into the intricacies of hardware and software vulnerabilities."

Provides excellent hands-on exercises for real-world attack scenarios.

"The hands-on labs for power analysis attacks are incredibly insightful."

"The exercises are well-designed and directly applicable."

"I gained practical experience through the labs that helped solidify my understanding of side channels."

Earlier feedback noted hardware emphasis and demo clarity issues.

"Felt the hardware section could have used more depth beyond RSA/AES in some areas."

"The production quality sometimes felt a bit dated in earlier modules, and the storytelling approach didn't always click for me."

"I found the balance between hardware and software to be a bit off initially, leaning heavily into hardware."

Requires strong prior knowledge in programming and architecture.

"Found this course too fast-paced and assumed too much prior knowledge, especially in the early hardware modules."

"Some parts felt a bit rushed if you weren't already strong on computer architecture basics."

"I struggled because my C/C++/Python knowledge wasn't as strong as needed going into the labs."

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Physical and Advanced Side-Channel Attacks with these activities:

Seek guidance from an experienced professional working in side-channel attack prevention

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Connecting with a mentor will provide you with valuable insights, career guidance, and support from an expert in the field.

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Identify potential mentors through industry events, online platforms, or personal connections.
Reach out and express your interest.
Schedule a meeting or conversation.

Review the fundamentals of computer architecture

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Get up to speed on basic computer architecture principles and concepts to help you better understand side-channel attacks and their implications.

Browse courses on Computer Architecture

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Read a textbook or online resource on computer architecture.
Attend a workshop or seminar on the topic.
Review your notes from a previous course on computer architecture.

Conduct simple power analysis attacks on a real device

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Gain hands-on experience in conducting basic power analysis attacks to better understand the techniques and their potential impact.

Browse courses on Power Analysis

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Acquire the necessary hardware and software.
Set up the experimental environment.
Conduct the power analysis attack.
Analyze the results.

Four other activities

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Attend a workshop on countermeasures for prefetch side-channel attacks

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Attending a workshop will provide you with specialized knowledge and practical strategies for defending against prefetch side-channel attacks.

Browse courses on Countermeasures

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Find a relevant workshop.
Register and participate in the workshop.
Take notes and ask questions.

Engage in discussions with fellow students on differential power analysis

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Collaborating with peers in discussions will enhance your understanding of differential power analysis and strengthen your critical thinking skills.

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Find a study group or online forum.
Participate in discussions and share your insights.
Ask questions and engage with others.

Develop a presentation or tutorial on branch prediction side-channel attacks

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By creating a presentation or tutorial, you will enhance your understanding of branch prediction side-channel attacks and gain valuable content creation experience.

Browse courses on Branch Prediction

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Gather information and research the topic thoroughly.
Develop an outline and structure for your presentation or tutorial.
Write the content, ensuring clarity and engaging delivery.
Create visuals and examples to illustrate your points.

Participate in a cybersecurity competition focused on side-channel attacks

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Participating in a competition will provide a practical challenge and a chance to showcase your skills while expanding your knowledge in side-channel attacks.

Browse courses on Side-Channel Attacks

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Find an appropriate competition.
Register and form a team.
Prepare and develop strategies.
Participate in the competition.
Reflect on the experience and lessons learned.

Career center

Learners who complete Physical and Advanced Side-Channel Attacks will develop knowledge and skills that may be useful to these careers:

Cryptographer

Cryptographers design and develop cryptographic algorithms and protocols to protect sensitive information from unauthorized access, use, disclosure, disruption, modification, or destruction. They need to understand the physical side channels that can be exploited in attacks on cryptographic algorithms and protocols, as well as the countermeasures that can be implemented to protect against these attacks. The Physical and Advanced Side-Channel Attacks course can provide Cryptographers with a deep understanding of these areas, which can be useful for developing more secure cryptographic algorithms and protocols.

See salaries and explore the career path for Cryptographer

Security Engineer

Security Engineers design, implement, and maintain security measures to protect an organization's computer systems and networks from unauthorized access, use, disclosure, disruption, modification, or destruction. They need to understand the physical side channels that can be exploited in both hardware and software attacks, as well as the countermeasures that can be implemented to protect against these attacks. The Physical and Advanced Side-Channel Attacks course can provide Security Engineers with a deep understanding of these areas, which can be useful for developing more effective security measures.

See salaries and explore the career path for Security Engineer

Information Security Analyst

Information Security Analysts plan and implement security measures to protect an organization's computer systems and networks from unauthorized access, use, disclosure, disruption, modification, or destruction. They need to understand the physical side channels that can be exploited in both hardware and software attacks, as well as the countermeasures that can be implemented to protect against these attacks. The Physical and Advanced Side-Channel Attacks course can provide Information Security Analysts with a deep understanding of these areas, which can be useful for developing more effective security measures.

See salaries and explore the career path for Information Security Analyst

Computer Scientist

Computer Scientists conduct research in all aspects of computer science, including hardware, software, and theory. They need to be aware of the physical side channels that can be exploited in attacks on computer systems and networks, as well as the countermeasures that can be implemented to protect against these attacks. The Physical and Advanced Side-Channel Attacks course can help Computer Scientists build a foundation in these areas, which can be useful for conducting more effective research.

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Computer Architect

Computer Architects design and develop the architecture of computer systems. They need to understand the physical side channels that can be exploited in attacks on computer systems, as well as the countermeasures that can be implemented to protect against these attacks. The Physical and Advanced Side-Channel Attacks course can help Computer Architects build a foundation in these areas, which can be useful for developing more secure computer systems.

See salaries and explore the career path for Computer Architect

Electrical Engineer

Electrical Engineers design, develop, and maintain electrical systems and equipment. They need to be aware of the physical side channels that can be exploited in electrical systems attacks, as well as the countermeasures that can be implemented to protect against these attacks. The Physical and Advanced Side-Channel Attacks course can provide Electrical Engineers with a deep understanding of these areas, which can be useful for developing more secure electrical systems.

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Embedded Systems Engineer

Embedded Systems Engineers design and develop embedded systems, which are computer systems that are designed to be part of a larger system. They need to understand the physical side channels that can be exploited in embedded systems attacks, as well as the countermeasures that can be implemented to protect against these attacks. The Physical and Advanced Side-Channel Attacks course can help Embedded Systems Engineers build a foundation in these areas, which can be useful for developing more secure embedded systems.

See salaries and explore the career path for Embedded Systems Engineer

Computer Systems Analyst

Computer Systems Analysts design, implement, and maintain computer systems and networks. They need to be aware of the physical side channels that can be exploited in software attacks, as well as the countermeasures that can be implemented to protect against these attacks. The Physical and Advanced Side-Channel Attacks course can help Computer Systems Analysts build a foundation in these areas, which can be useful for developing more secure software systems.

See salaries and explore the career path for Computer Systems Analyst

Forensic Analyst

Forensic Analysts investigate computer crimes and collect evidence from computer systems and networks. They need to be aware of the physical side channels that can be exploited in attacks on computer systems and networks, as well as the countermeasures that can be implemented to protect against these attacks. The Physical and Advanced Side-Channel Attacks course can help Forensic Analysts build a foundation in these areas, which can be useful for conducting more effective forensic investigations.

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Risk Analyst

Risk Analysts identify, assess, and manage risks to an organization's assets, including its computer systems and networks. They need to be aware of the physical side channels that can be exploited in attacks, as well as the countermeasures that can be implemented to protect against these attacks. The Physical and Advanced Side-Channel Attacks course can help Risk Analysts build a foundation in these areas, which can be useful for developing more effective risk management strategies.

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Test Engineer

Test Engineers test and evaluate computer systems and networks to ensure that they meet the required specifications. They need to be aware of the physical side channels that can be exploited in attacks on computer systems and networks, as well as the countermeasures that can be implemented to protect against these attacks. The Physical and Advanced Side-Channel Attacks course can help Test Engineers build a foundation in these areas, which can be useful for developing more effective test plans.

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Systems Administrator

Systems Administrators install, configure, and maintain computer systems and networks. They need to be aware of the physical side channels that can be exploited in attacks on computer systems and networks, as well as the countermeasures that can be implemented to protect against these attacks. The Physical and Advanced Side-Channel Attacks course can help Systems Administrators build a foundation in these areas, which can be useful for developing more secure system administration practices.

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Computer Hardware Engineer

Computer Hardware Engineers design and develop computer systems and components. They need to understand the physical side channels that can be exploited in hardware attacks, as well as the countermeasures that can be implemented to protect against these attacks. The Physical and Advanced Side-Channel Attacks course can help Computer Hardware Engineers build a foundation in these areas, which can be useful for developing more secure hardware systems.

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Software Developer

Software Developers design, develop, and maintain software applications. They need to be aware of the physical side channels that can be exploited in software attacks, as well as the countermeasures that can be implemented to protect against these attacks. The Physical and Advanced Side-Channel Attacks course can help Software Developers build a foundation in these areas, which can be useful for developing more secure software applications.

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Web Developer

Web Developers design, develop, and maintain websites. They need to be aware of the physical side channels that can be exploited in web attacks, as well as the countermeasures that can be implemented to protect against these attacks. The Physical and Advanced Side-Channel Attacks course can help Web Developers build a foundation in these areas, which can be useful for developing more secure websites.

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