#machineidentity — Public Fediverse posts

It’s not just about economics anymore. Pricing is starting to shape how people behave. It looks like a response to a crisis, but it nudges people to use less or act differently. Over time, it sets expectations about what’s “normal” to consume. Less about policy and more about using price to guide behavior.

https://www.visiontimes.com/2026/03/17/chinas-early-2026-trade-boom-reveals-structural-paradox-in-the-economy-analysts.html #MachineIdentity

It’s not just about economics anymore. Pricing is starting to shape how people behave. It looks like a response to a crisis, but it nudges people to use less or act differently. Over time, it sets expectations about what’s “normal” to consume. Less about policy and more about using price to guide behavior.

https://www.visiontimes.com/2026/03/17/chinas-early-2026-trade-boom-reveals-structural-paradox-in-the-economy-analysts.html #MachineIdentity

It’s not just about economics anymore. Pricing is starting to shape how people behave. It looks like a response to a crisis, but it nudges people to use less or act differently. Over time, it sets expectations about what’s “normal” to consume. Less about policy and more about using price to guide behavior.

https://www.visiontimes.com/2026/03/17/chinas-early-2026-trade-boom-reveals-structural-paradox-in-the-economy-analysts.html #MachineIdentity

Meta's HyperAgents paper: AI agents that rewrite their own approach based on what worked, develop persistent memory of target environments, and transfer meta strategies to new attack surfaces.

PAM session management assumes a human. Credential rotation assumes human timelines. Machine identity governance hasn't accounted for identities that autonomously evolve their behaviour.

https://arxiv.org/abs/2603.19461

#AI #CyberSecurity #PAM #MachineIdentity

Meta's HyperAgents paper: AI agents that rewrite their own approach based on what worked, develop persistent memory of target environments, and transfer meta strategies to new attack surfaces.

PAM session management assumes a human. Credential rotation assumes human timelines. Machine identity governance hasn't accounted for identities that autonomously evolve their behaviour.

https://arxiv.org/abs/2603.19461

#AI #CyberSecurity #PAM #MachineIdentity

Meta's HyperAgents paper: AI agents that rewrite their own approach based on what worked, develop persistent memory of target environments, and transfer meta strategies to new attack surfaces.

PAM session management assumes a human. Credential rotation assumes human timelines. Machine identity governance hasn't accounted for identities that autonomously evolve their behaviour.

https://arxiv.org/abs/2603.19461

#AI #CyberSecurity #PAM #MachineIdentity

Meta's HyperAgents paper: AI agents that rewrite their own approach based on what worked, develop persistent memory of target environments, and transfer meta strategies to new attack surfaces.

PAM session management assumes a human. Credential rotation assumes human timelines. Machine identity governance hasn't accounted for identities that autonomously evolve their behaviour.

https://arxiv.org/abs/2603.19461

#AI #CyberSecurity #PAM #MachineIdentity

Meta's HyperAgents paper: AI agents that rewrite their own approach based on what worked, develop persistent memory of target environments, and transfer meta strategies to new attack surfaces.

PAM session management assumes a human. Credential rotation assumes human timelines. Machine identity governance hasn't accounted for identities that autonomously evolve their behaviour.

https://arxiv.org/abs/2603.19461

#AI #CyberSecurity #PAM #MachineIdentity

----------------

🔐 Identity (AI & Cloud-Native)

Overview

The article documents a shift in the enterprise attack surface: adversaries are increasingly targeting machine identities and service-level credentials rather than human accounts. Notable examples cited include VoidLink, which specializes in harvesting credentials, ShadowRay 2.0, which exploited an unauthenticated AI framework, and LangFlow, which retained service credentials and created a “master key” effect for connected services.

Key findings and numbers
• Machine identities outnumber human identities by an average ratio of 82:1 (Rubrik Zero Labs).
• A Cloud Security Alliance survey found 44% of organizations authenticate AI agents with static API keys, while only 28% can trace agent actions back to the human who authorized them; nearly 80% cannot currently report what deployed AI agents are doing or who is responsible.
• SPIFFE and SPIRE are presented as the primary industry response for workload identity: they issue short-lived, automatically rotating credentials tied to verified workload attributes, reducing the value of long-lived secrets.

Where current systems fall short
• The piece emphasizes that SPIFFE/SPIRE were designed for traditional workload interactions; they can mitigate lateral movement and make alerts attributable when workloads carry verifiable identities. However, these systems are less effective for modern autonomous AI agents that make decisions, delegate tasks, and often authenticate with static credentials.
• The result is an expanding risk surface: AI agents and machine identities broaden potential impact from breaches because credentials often are created informally, rarely rotated, and lack centralized governance.

Implications reported (factual)
• Attackers are not primarily “breaking in” but are leveraging logged-in identities belonging to machines and services.
• Short-lived workload credentials are described as an effective technical control against credential harvesting tactics used by malware like VoidLink.

🔹 VoidLink #SPIFFE #LangFlow #ShadowRay #machineidentity

🔗 Source: https://blogs.cisco.com/security/identity-is-the-battleground

Interview with Dino DiMarino, CEO at AppViewX, on why machine identities are outpacing user identities in critical infrastructure.

🔐 “You can’t plan for post-quantum cryptography without an accurate cryptographic bill of materials.”

Full interview: https://www.technadu.com/explaining-why-certificate-failures-are-still-taking-down-critical-systems/614681/

#CyberSecurity #MachineIdentity #PKI #ZeroTrust #CryptoAgility

Interview with Dino DiMarino, CEO at AppViewX, on why machine identities are outpacing user identities in critical infrastructure.

🔐 “You can’t plan for post-quantum cryptography without an accurate cryptographic bill of materials.”

Full interview: https://www.technadu.com/explaining-why-certificate-failures-are-still-taking-down-critical-systems/614681/

#CyberSecurity #MachineIdentity #PKI #ZeroTrust #CryptoAgility

Interview with Dino DiMarino, CEO at AppViewX, on why machine identities are outpacing user identities in critical infrastructure.

🔐 “You can’t plan for post-quantum cryptography without an accurate cryptographic bill of materials.”

Full interview: https://www.technadu.com/explaining-why-certificate-failures-are-still-taking-down-critical-systems/614681/

#CyberSecurity #MachineIdentity #PKI #ZeroTrust #CryptoAgility

Is having a new machine-id after every boot a bad idea if using #impermanence in #nixos ? Why? Or is it precisely a good thing? Thanks for any advice. #machineidentity

Is having a new machine-id after every boot a bad idea if using #impermanence in #nixos ? Why? Or is it precisely a good thing? Thanks for any advice. #machineidentity

Is having a new machine-id after every boot a bad idea if using #impermanence in #nixos ? Why? Or is it precisely a good thing? Thanks for any advice. #machineidentity

Is having a new machine-id after every boot a bad idea if using #impermanence in #nixos ? Why? Or is it precisely a good thing? Thanks for any advice. #machineidentity

Is having a new machine-id after every boot a bad idea if using #impermanence in #nixos ? Why? Or is it precisely a good thing? Thanks for any advice. #machineidentity

Dealing with the challenge of securing machine identities [Q&A] #QandA #CyberSecurity #MachineIdentity

https://betanews.com/2025/08/15/dealing-with-the-challenge-of-securing-machine-identities-qa/

Dealing with the challenge of securing machine identities [Q&A] #QandA #CyberSecurity #MachineIdentity

https://betanews.com/2025/08/15/dealing-with-the-challenge-of-securing-machine-identities-qa/

Dealing with the challenge of securing machine identities [Q&A] #QandA #CyberSecurity #MachineIdentity

https://betanews.com/2025/08/15/dealing-with-the-challenge-of-securing-machine-identities-qa/

The rise of the machine identity and what it means for cybersecurity [Q&A] #QandA #MachineIdentity #CyberSecurity

https://betanews.com/2025/07/18/the-rise-of-the-machine-identity-and-what-it-means-for-cybersecurity-qa/

The rise of the machine identity and what it means for cybersecurity [Q&A] #QandA #MachineIdentity #CyberSecurity

https://betanews.com/2025/07/18/the-rise-of-the-machine-identity-and-what-it-means-for-cybersecurity-qa/

The rise of the machine identity and what it means for cybersecurity [Q&A] #QandA #MachineIdentity #CyberSecurity

https://betanews.com/2025/07/18/the-rise-of-the-machine-identity-and-what-it-means-for-cybersecurity-qa/

Identity’s New Frontier: AI, Machines, and the Future of Digital Trust – Source: securityboulevard.com https://ciso2ciso.com/identitys-new-frontier-ai-machines-and-the-future-of-digital-trust-source-securityboulevard-com/ #AI(ArtificialIntelligence) #rssfeedpostgeneratorecho #SecurityBloggersNetwork #identitymanagement #CyberSecurityNews #SecurityBoulevard #nonhumanidentity #DigitalIdentity #Identity&Access #MachineIdentity #authentication #identity #2025

Identity’s New Frontier: AI, Machines, and the Future of Digital Trust – Source: securityboulevard.com https://ciso2ciso.com/identitys-new-frontier-ai-machines-and-the-future-of-digital-trust-source-securityboulevard-com/ #AI(ArtificialIntelligence) #rssfeedpostgeneratorecho #SecurityBloggersNetwork #identitymanagement #CyberSecurityNews #SecurityBoulevard #nonhumanidentity #DigitalIdentity #Identity&Access #MachineIdentity #authentication #identity #2025

Identity’s New Frontier: AI, Machines, and the Future of Digital Trust – Source: securityboulevard.com https://ciso2ciso.com/identitys-new-frontier-ai-machines-and-the-future-of-digital-trust-source-securityboulevard-com/ #AI(ArtificialIntelligence) #rssfeedpostgeneratorecho #SecurityBloggersNetwork #identitymanagement #CyberSecurityNews #SecurityBoulevard #nonhumanidentity #DigitalIdentity #Identity&Access #MachineIdentity #authentication #identity #2025

Identity’s New Frontier: AI, Machines, and the Future of Digital Trust – Source: securityboulevard.com https://ciso2ciso.com/identitys-new-frontier-ai-machines-and-the-future-of-digital-trust-source-securityboulevard-com/ #AI(ArtificialIntelligence) #rssfeedpostgeneratorecho #SecurityBloggersNetwork #identitymanagement #CyberSecurityNews #SecurityBoulevard #nonhumanidentity #DigitalIdentity #Identity&Access #MachineIdentity #authentication #identity #2025

Machine identities outnumber humans 40,000 to one #CyberSecurity #MachineIdentity #ArtificialIntelligence

https://betanews.com/2025/03/12/machine-identities-outnumber-humans-40000-to-one/

Machine identities outnumber humans 40,000 to one #CyberSecurity #MachineIdentity #ArtificialIntelligence

https://betanews.com/2025/03/12/machine-identities-outnumber-humans-40000-to-one/

Machine identities outnumber humans 40,000 to one #CyberSecurity #MachineIdentity #ArtificialIntelligence

https://betanews.com/2025/03/12/machine-identities-outnumber-humans-40000-to-one/

The Hidden Cybersecurity Crisis: How GenAI is Fueling the Growth of Unchecked Non-Human Identities – Source: securityboulevard.com https://ciso2ciso.com/the-hidden-cybersecurity-crisis-how-genai-is-fueling-the-growth-of-unchecked-non-human-identities-source-securityboulevard-com/ #AIandMachineLearninginSecurity #SecurityBoulevard(Original) #rssfeedpostgeneratorecho #artificalintelligence #AIandMLinSecurity #CyberSecurityNews #SecurityBoulevard #nonhumanidentity #Identity&Access #MachineIdentity

The Hidden Cybersecurity Crisis: How GenAI is Fueling the Growth of Unchecked Non-Human Identities – Source: securityboulevard.com https://ciso2ciso.com/the-hidden-cybersecurity-crisis-how-genai-is-fueling-the-growth-of-unchecked-non-human-identities-source-securityboulevard-com/ #AIandMachineLearninginSecurity #SecurityBoulevard(Original) #rssfeedpostgeneratorecho #artificalintelligence #AIandMLinSecurity #CyberSecurityNews #SecurityBoulevard #nonhumanidentity #Identity&Access #MachineIdentity

The Hidden Cybersecurity Crisis: How GenAI is Fueling the Growth of Unchecked Non-Human Identities – Source: securityboulevard.com https://ciso2ciso.com/the-hidden-cybersecurity-crisis-how-genai-is-fueling-the-growth-of-unchecked-non-human-identities-source-securityboulevard-com/ #AIandMachineLearninginSecurity #SecurityBoulevard(Original) #rssfeedpostgeneratorecho #artificalintelligence #AIandMLinSecurity #CyberSecurityNews #SecurityBoulevard #nonhumanidentity #Identity&Access #MachineIdentity

The Hidden Cybersecurity Crisis: How GenAI is Fueling the Growth of Unchecked Non-Human Identities – Source: securityboulevard.com https://ciso2ciso.com/the-hidden-cybersecurity-crisis-how-genai-is-fueling-the-growth-of-unchecked-non-human-identities-source-securityboulevard-com/ #AIandMachineLearninginSecurity #SecurityBoulevard(Original) #rssfeedpostgeneratorecho #artificalintelligence #AIandMLinSecurity #CyberSecurityNews #SecurityBoulevard #nonhumanidentity #Identity&Access #MachineIdentity

Access tokens and service accounts next target for cyberattacks #CyberSecurity #MachineIdentity

https://betanews.com/2024/12/16/access-tokens-and-service-accounts-next-target-for-cyberattacks/

Access tokens and service accounts next target for cyberattacks #CyberSecurity #MachineIdentity

https://betanews.com/2024/12/16/access-tokens-and-service-accounts-next-target-for-cyberattacks/

Access tokens and service accounts next target for cyberattacks #CyberSecurity #MachineIdentity

https://betanews.com/2024/12/16/access-tokens-and-service-accounts-next-target-for-cyberattacks/

Is the most important security domain -- identity -- getting lost in all the AI noise?

You can't implement your zero trust strategy without identity. And, with machines outnumbering humans in most enterprises, ranging from 7 to 45 more machines than humans, securing machine identities is paramount to secure your organization.

Securing machine identities is the focus of @TokenSecurity which just raised $7M seed funding.

#security #cybersecurity #identity #identitysecurity #machineidentity #funding #zerotrust

https://siliconangle.com/2024/05/08/token-security-raises-7m-change-focus-identity-management-machines/

Is the most important security domain -- identity -- getting lost in all the AI noise?

You can't implement your zero trust strategy without identity. And, with machines outnumbering humans in most enterprises, ranging from 7 to 45 more machines than humans, securing machine identities is paramount to secure your organization.

Securing machine identities is the focus of @TokenSecurity which just raised $7M seed funding.

#security #cybersecurity #identity #identitysecurity #machineidentity #funding #zerotrust

https://siliconangle.com/2024/05/08/token-security-raises-7m-change-focus-identity-management-machines/

Is the most important security domain -- identity -- getting lost in all the AI noise?

You can't implement your zero trust strategy without identity. And, with machines outnumbering humans in most enterprises, ranging from 7 to 45 more machines than humans, securing machine identities is paramount to secure your organization.

Securing machine identities is the focus of @TokenSecurity which just raised $7M seed funding.

#security #cybersecurity #identity #identitysecurity #machineidentity #funding #zerotrust

https://siliconangle.com/2024/05/08/token-security-raises-7m-change-focus-identity-management-machines/

Is the most important security domain -- identity -- getting lost in all the AI noise?

You can't implement your zero trust strategy without identity. And, with machines outnumbering humans in most enterprises, ranging from 7 to 45 more machines than humans, securing machine identities is paramount to secure your organization.

Securing machine identities is the focus of @TokenSecurity which just raised $7M seed funding.

#security #cybersecurity #identity #identitysecurity #machineidentity #funding #zerotrust

https://siliconangle.com/2024/05/08/token-security-raises-7m-change-focus-identity-management-machines/

Is the most important security domain -- identity -- getting lost in all the AI noise?

You can't implement your zero trust strategy without identity. And, with machines outnumbering humans in most enterprises, ranging from 7 to 45 more machines than humans, securing machine identities is paramount to secure your organization.

Securing machine identities is the focus of @TokenSecurity which just raised $7M seed funding.

#security #cybersecurity #identity #identitysecurity #machineidentity #funding #zerotrust

https://siliconangle.com/2024/05/08/token-security-raises-7m-change-focus-identity-management-machines/

Betanews: Over half of data breaches are down to digital certificates https://betanews.com/2023/08/30/over-half-of-data-breaches-are-down-to-digital-certificates/ #Certificatemanagement #Machineidentity #cybersecurity #DataBreach #Article