Voilà! Overall, dealing with web-scale data is inherently risky and requires due care and good faith to reduce legal risk. In lawsuits, the burden of proof quickly shifts onto the defendants (because it's an affirmative defense) and they need to provide evidence of compliance.
SECURITY
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Partner with IWF upfront to prevent illegal content in AI datasets
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Partner with IWF upfront, not when problem arise! LAION knew about the risks of illegal content (e.g. child abuse) being in their dataset. It would have been sensible to partner with professional organizations like IWF to check files *before* publishing the dataset.
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LAION criticized for partnering with questionable data hosting site
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Don't partner with dubious websites to host files! LAION shouldn't have requested TheEye, a questionable "archival" website, to host their data in order for them to link to it! Maybe instead get approval from platforms like HF so they share legal responsibility for hosting.
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Database Storage for LAION-5B: Removing Illegal Content Safely
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Use a database storage method not version control. Storing the LAION-5B dataset on revision control means nothing can be removed (e.g. private data or illegal content) without leaving a trace or nuking history. Using a database storage + wrapper API would avoid this problem.
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img2dataset User-Agent Spoofing Ethics and Web Protection
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Give img2dataset a correct User Agent name. The img2dataset tool also by default presents itself with a User-Agent field defined as Mozilla Firefox only. This spoofing circumvents copy-protection mechanisms built-in to web servers, and can be considered a form of fraud.
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LAION Should Disclose User Agent Strings and IP Addresses
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Announce user agent and IP addresses upfront. It's industry-standard for search engines to disclose their User Agent strings before starting operations, and also a list of IP addresses doing the crawling. LAION could have done this in a public manner upfront.
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IIoT Cloud Security Best Practices and Implementation
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IIoT Cloud Security Best Practices >> https://
buff.ly/4cgRjt6 #sponsored #influxdata_iiot #InfluxDB #CloudSecurity #IIoT #TechInnovation @IIoT_World @lucianilie15 via @fogoros -
Multi-Cloud Resilience Enhances Enterprise Security Against Threats
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Absolutely, Vincent, these advancements are designed to streamline secure cloud adoption, and by enhancing multi-cloud resilience, enterprises can better protect against evolving threats while ensuring seamless operations across platforms. Thank you.
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VMware Advances Cloud Security for Enterprise Multi-Cloud Resilience
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VMware's advancements in cloud security and delivery show commitment to tackling digital threats with precision, enhancing enterprise resilience as they adopt multi-cloud and Kubernetes environments. More> https://
vmware.com/solutions/secu
rity
… #ad with @VMware – @Broadcom #VMwareEvangelist -
Managing AI Risks in the Workplace for Employers
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Navigating AI Risks for Employers Employers, navigate the AI minefield. Address privacy and data security, AI bias, job displacement, and regulatory compliance. Develop strategies to manage AI effectively and ensure ethical and responsible AI use in your organization.