Incident: ECC Memory Vulnerable to Next-Generation Rowhammer Attack

Published Date: 2018-11-21

Postmortem Analysis
Timeline 1. The software failure incident involving the Rowhammer attack targeting ECC memory was reported in an article published on 2018-11-21. [Article 77852]
System 1. Error-Correcting Code (ECC) memory [77852]
Responsible Organization 1. The software failure incident was caused by skilled Rowhammer attackers who exploited vulnerabilities in ECC memory chips, as detailed by researchers at Vrije Universiteit in Amsterdam [77852].
Impacted Organization 1. Critical devices like servers and routers were impacted by the software failure incident involving the Rowhammer attack [77852].
Software Causes 1. The software cause of the failure incident was a sophisticated software attack known as Rowhammer, which targeted error-correcting code (ECC) memory systems [77852].
Non-software Causes 1. Physical hacking technique called "Rowhammer" targeting memory chips [77852]
Impacts 1. The software failure incident involving the Rowhammer attack technique impacted critical devices like servers and routers, including those with components previously thought to be immune [77852]. 2. The incident revealed a next-generation Rowhammer ambush that can target "error-correcting code" memory, which was previously considered to preempt Rowhammer's data manipulations [77852]. 3. The attack undermined ECC memory's data integrity, posing a threat to massive cloud services, research systems, critical infrastructure, and Internet of Things devices [77852]. 4. A successful Rowhammer attack against a system using ECC memory could strategically corrupt memory, compromise data, undermine security protections, and potentially allow remote access to the target system [77852].
Preventions 1. Implementing software defenses specifically designed to mitigate Rowhammer attacks on ECC memory [77852].
Fixes 1. Implement software defenses specifically designed to mitigate Rowhammer attacks on ECC memory [77852].
References 1. Lucian Cojocar, VUSec [77852] 2. Cristiano Giuffrida, VUSec [77852] 3. Ang Cui, Red Balloon [77852]

Software Taxonomy of Faults

Category Option Rationale
Recurring one_organization, multiple_organization (a) The software failure incident related to Rowhammer attacks targeting ECC memory is a concerning development that has happened again within the same organization or with its products and services. The researchers at the VUSec research group at Vrije Universiteit in Amsterdam have published details of a next-generation Rowhammer ambush that can target ECC memory, which was previously thought to be immune to such attacks [77852]. (b) The software failure incident related to Rowhammer attacks targeting ECC memory is also a concerning development that has happened at multiple organizations or with their products and services. ECC memory, which is increasingly found in a diverse array of Internet of Things devices, is vulnerable to these attacks, potentially compromising data and security protections in devices like servers, routers, and firewalls [77852].
Phase (Design/Operation) design The software failure incident discussed in the article [77852] is related to the design phase. The failure is attributed to the discovery of a next-generation Rowhammer attack that can target "error-correcting code" memory, which was previously thought to preempt Rowhammer's data manipulations. The researchers found ways to finesse established Rowhammer methods to work against ECC memory, which is used in systems requiring exceptional reliability like financial platforms. This failure highlights the vulnerability of ECC memory to Rowhammer attacks, despite its built-in defenses and self-correcting mechanisms. The attack undermines the data integrity of ECC memory, posing a significant threat to systems using ECC, including servers, routers, and critical infrastructure. The complexity of the attack and the challenges in defending against it underscore the design-related failure in ensuring the security and reliability of ECC memory systems.
Boundary (Internal/External) within_system (a) The software failure incident described in the article is within_system. The Rowhammer attack targets ECC memory, which was previously thought to preempt Rowhammer's data manipulations due to its redundancies and self-correcting mechanisms [77852]. The attack involves strategically executing a program on a "row" of transistors in a computer's memory chip to cause bit flips and gain system access. The researchers found ways to finesse established Rowhammer methods to work against ECC memory as well, indicating that the failure originates from within the system itself.
Nature (Human/Non-human) non-human_actions, human_actions (a) The software failure incident in the article is related to non-human actions, specifically the Rowhammer attack technique. This technique involves strategically executing a program on a "row" of transistors in a computer's memory chip to cause a bit to flip, altering the data stored in memory. The attack is described as a combination of digital and physical hacking, with researchers finding ways to target critical devices like servers and routers, as well as ECC memory which was previously thought to be immune to such attacks [77852]. (b) The software failure incident in the article is also related to human actions, as it discusses the researchers at VUSec research group at Vrije Universiteit in Amsterdam who published details of a next-generation Rowhammer attack that can target ECC memory. The researchers refined the attack and found ways to exploit vulnerabilities in ECC memory, which was previously considered to have self-correcting mechanisms to deal with data corruption. The researchers had to reverse engineer examples of ECC memory to understand how it works and develop possible defenses against the attack [77852].
Dimension (Hardware/Software) hardware, software (a) The software failure incident related to hardware can be seen in the article where researchers at Vrije Universiteit in Amsterdam published details of a next-generation Rowhammer attack that can target "error-correcting code" memory, which was previously thought to preempt Rowhammer's data manipulations due to its redundancies and self-correcting mechanisms [77852]. This hardware-related vulnerability undermines the data integrity of ECC memory, which is commonly used in systems requiring exceptional reliability, such as financial platforms and critical infrastructure. (b) The software failure incident related to software can be observed in the same article where the Rowhammer attack involves strategically executing a program over and over on a "row" of transistors in a computer's memory chip to cause bits to flip and alter the data stored in memory. The researchers found ways to finesse established Rowhammer methods to work against ECC memory, which was previously considered immune to such attacks, highlighting a software vulnerability in the memory systems [77852].
Objective (Malicious/Non-malicious) malicious (a) The software failure incident described in the article is malicious in nature. The Rowhammer attack technique discussed in the article involves strategically manipulating data in memory chips to gain unauthorized system access. The attack is described as a sophisticated and technical method that can be used by skilled attackers to exploit vulnerabilities in memory systems, including ECC memory used in critical devices like servers and routers. The attack is not accidental but rather a deliberate attempt to compromise data integrity, undermine security protections, and potentially allow attackers to gain more access to targeted systems [77852].
Intent (Poor/Accidental Decisions) unknown [a] The intent of the software failure incident described in the article is not related to poor decisions or intentional actions. Instead, it focuses on the technical aspects of the Rowhammer attack and the vulnerabilities it exploits in ECC memory chips. The failure is a result of the sophisticated techniques used by attackers to manipulate data in memory chips, rather than being caused by poor or intentional decisions [77852].
Capability (Incompetence/Accidental) accidental (a) The software failure incident related to development incompetence is not explicitly mentioned in the provided article. Therefore, there is no information available to suggest that the failure was due to contributing factors introduced due to lack of professional competence by humans or the development organization. (b) The software failure incident related to an accidental factor is evident in the article. The article discusses the Rowhammer attack technique, which involves strategically executing a program on a computer's memory chip to cause bits to flip and alter data stored in memory. The researchers at Vrije Universiteit in Amsterdam discovered a next-generation Rowhammer attack that can target error-correcting code (ECC) memory, which was previously thought to preempt Rowhammer's data manipulations. The unintended indicator of the vulnerability in ECC memory was discovered through a side channel signal, allowing attackers to map their target bits and potentially compromise data without physical access to the target system. This accidental vulnerability in ECC memory highlights a failure introduced accidentally [77852].
Duration temporary The software failure incident described in the article is more aligned with a temporary failure rather than a permanent one. The article discusses a specific technique called "Rowhammer" that has been refined and expanded over time to target critical devices like servers and routers, including those with components previously thought to be immune [77852]. The researchers at Vrije Universiteit in Amsterdam published details of a next-generation Rowhammer attack that can target "error-correcting code" memory, which was previously considered to preempt Rowhammer's data manipulations [77852]. The attack on ECC memory was found to be difficult to defend against without redesigning and replacing memory chips, indicating a temporary failure that can be mitigated with specific defenses [77852].
Behaviour value, other (a) crash: The software failure incident described in the article is not related to a crash where the system loses state and does not perform any of its intended functions. (b) omission: The software failure incident is not related to a failure due to the system omitting to perform its intended functions at an instance(s). (c) timing: The software failure incident is not related to a failure due to the system performing its intended functions correctly, but too late or too early. (d) value: The software failure incident is related to a failure due to the system performing its intended functions incorrectly. The Rowhammer attack manipulates data stored in memory, causing bits to flip from one position to another, altering the data and potentially compromising data integrity and security protections [77852]. (e) byzantine: The software failure incident is not related to a failure due to the system behaving erroneously with inconsistent responses and interactions. (f) other: The behavior of the software failure incident is related to a sophisticated attack known as Rowhammer, which involves strategically executing a program on a "row" of transistors in a computer's memory chip to manipulate data and gain system access. This behavior falls under the category of a targeted and complex cyber attack rather than a simple software failure [77852].

IoT System Layer

Layer Option Rationale
Perception embedded_software The software failure incident discussed in the article [77852] is related to the embedded software layer of the cyber physical system. The failure is specifically associated with ECC memory, which is a critical component in systems requiring exceptional reliability and data integrity. The researchers discovered a way to exploit vulnerabilities in ECC memory through a next-generation Rowhammer attack, which involves manipulating data stored in memory by strategically executing a program on a "row" of transistors. This attack targets the error-correcting code memory, which was previously thought to be immune to traditional Rowhammer attacks. The researchers found a method to work around ECC memory's self-correcting mechanisms, indicating a failure introduced by embedded software error in the cyber physical system.
Communication unknown Unknown
Application FALSE The software failure incident described in the article [77852] is not related to the application layer of the cyber physical system. Instead, it discusses a sophisticated data theft technique called "Rowhammer" that targets memory chips, specifically ECC memory, by exploiting vulnerabilities in the hardware design rather than software bugs or errors.

Other Details

Category Option Rationale
Consequence property, non-human, theoretical_consequence (d) property: People's material goods, money, or data was impacted due to the software failure The software failure incident discussed in the article relates to a sophisticated attack technique known as "Rowhammer" that targets ECC memory, which is used in systems requiring exceptional reliability like financial platforms. The attack on ECC memory could potentially compromise data, undermine security protections, and allow attackers to gain more access. This could impact the integrity of data stored in memory, affecting critical infrastructure, cloud services, research systems, and even Internet of Things devices. The attack could lead to intentional and strategic corruption of memory, potentially compromising data and security protections [77852].
Domain information, finance, other (a) The software failure incident discussed in the article is related to the information industry, specifically affecting systems that need exceptional reliability and can't tolerate inaccuracies, like financial platforms [77852]. (h) The software failure incident also has implications for the finance industry, as ECC memory, which was previously thought to preempt Rowhammer's data manipulations, is used in systems that need exceptional reliability and can't tolerate inaccuracies, like financial platforms [77852]. (m) The software failure incident could also be related to other industries, as ECC memory is increasingly found in a diverse array of Internet of Things devices, which could include various industries beyond just information and finance [77852].

Sources

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