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Paradigm’s funding takes Farcaster’s dev to unicorn status

Cointelegraph - Sat, 03/30/2024 - 15:43
Farcaster’s parent company is reportedly closing a new funding round led by Paradigm. The deal would take its valuation to above $1 billion.
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Bitcoin price edges toward Q2 at $70K with all-time highs a key focus

Cointelegraph - Sat, 03/30/2024 - 08:05
Bitcoin needs to retain $69,000 into the multiple BTC price candle closes this weekend, says analysis.
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UK court freezes over $8M of Craig Wright’s assets

Cointelegraph - Sat, 03/30/2024 - 06:40
The judge endorsed a “worldwide freezing order” by the Crypto Open Patent Alliance to address its total court expenses amounting to 6.7 million British pounds ($8.4 million).
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US court favors Fed in Custodia Bank case, rejects appeal for review

Cointelegraph - Fri, 03/29/2024 - 21:01
Custodia Bank argued that without a master account, it is a “second-class citizen” at the mercy of an intermediary bank.
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Sam Bankman-Fried gets 25 years — What happens now?

Cointelegraph - Fri, 03/29/2024 - 13:45
Will the former FTX CEO actually be in federal prison until he’s 57 years old? Will anything change in regard to FTX users getting their funds?
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Bitcoin exchanges’ BTC balances have dropped almost $10B in 2024

Cointelegraph - Fri, 03/29/2024 - 11:45
Bitcoin exchange withdrawal trends are clear as “pent up institutional demand” from the spot ETFs combines with the upcoming halving to squeeze the available BTC supply.
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Stablecoin delistings in Europe spell change for crypto exchanges, issuers

Cointelegraph - Fri, 03/29/2024 - 09:01
The largest stablecoin issuers are non-European, but they will have to get compliant fast if they don’t want to lose ground on the continent.
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Bitcoin shows 'signs of exhaustion' as Q1 BTC price gains near 70%

Cointelegraph - Fri, 03/29/2024 - 04:42
While there are reasons to be "very bullish" on Q2, the sheer speed of the Bitcoin and crypto bull market may be cause for concern, says QCP Capital.
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Bitcoin to attract $1T from institutions amid ‘raging bull market’ — Bitwise exec

Cointelegraph - Fri, 03/29/2024 - 03:50
Bitwise’s Matthew Hougan said the best advice he could give traders is to “keep calm and take the long view.”
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SBF memecoins pump and dump as FTX founder gets 25-year prison sentence

Cointelegraph - Thu, 03/28/2024 - 22:21
Memecoins based on Sam Bankman-Fried rocketed and then crashed as a U.S. court handed down more than two decades of jail time for the former FTX CEO.
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Crypto ATMs to resurge once Bitcoin ‘FOMO’ hits full swing, says CEO

Cointelegraph - Thu, 03/28/2024 - 19:13
Crypto ATM installs declined in 2023, but a post-halving Bitcoin price growth spurt should see the space rebound, says Bitcoin Depot CEO Brandon Mintz.
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KuCoin’s desperate $10M airdrop, 1 tweet raises $37M for memecoin: Asia Express

Cointelegraph - Thu, 03/28/2024 - 19:12
Taiwanese celeb raises $37M for Solana memecoin via a single tweet, KuCoin airdrop to stem losses following charges and more: Asia Express.
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Sam Bankman-Fried sentenced to 25 years in prison

Cointelegraph - Thu, 03/28/2024 - 11:50
Judge Lewis Kaplan found that the former FTX CEO also committed witness tampering and perjury based on his testimony at trial over user funds.
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Bitcoin whales copy classic bull market moves as BTC price eyes $72K

Cointelegraph - Thu, 03/28/2024 - 11:16
Bitcoin sets a positive tone into the U.S. holiday weekend as a Coinbase-induced BTC price dip fails to keep bulls back for long.
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Creating ‘good’ AGI that won’t kill us all: Crypto’s Artificial Superintelligence Alliance

Cointelegraph - Thu, 03/28/2024 - 09:30
Ignore the AI doomers: The Artificial Superintelligence Alliance has a plan to create AGI that makes everyone’s lives better. Can they do it?
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SAP Chief Investor Relations Officer to Leave End of June

SAP News - Thu, 03/28/2024 - 08:59

WALLDORF SAP SE (NYSE: SAP) today announced that SAP Chief Investor Relations Officer Anthony Coletta will leave the company to pursue a new opportunity outside of SAP. SAP is in the process of finding a successor. To ensure a smooth transition, Coletta will remain in his current role until the end of June 2024.

“Under Anthony’s leadership, SAP Investor Relations has strengthened its role as a reliable partner to the financial community. He further enhanced the trusted relationships with our investors that his successor will be able to build on,” said Dominik Asam, member of the Executive Board and CFO of SAP SE. “We are grateful for Anthony’s contributions and wish him well for his next steps.”

Coletta joined SAP in 2006. Prior to taking over the role as chief investor relations officer, he served as CFO of SAP North America, chief controlling officer of Global Sales in the Global Customer Operations team and in several other leading roles in the Americas region. Before joining SAP, Coletta held various leadership positions in finance and strategy, including at Siemens and ThyssenKrupp. Coletta holds master’s degrees in economics and applied foreign languages from Sorbonne University in Paris and has extensive international professional experience, including in Europe, Latin America and the United States.

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Categories: What's New

Fully Homomorphic Encryption: Data Insights Without Sharing Data

SAP News - Thu, 03/28/2024 - 08:15

Carbon footprint calculation, patient privacy, and machine learning based on sensitive data – thanks to advanced encryption methods like fully homomorphic encryption.

Most have been in this situation before: one of the providers or services we use is a victim of a data breach and we want to determine if our personal user data has been impacted. This is where fully homomorphic encryption (FHE) comes into play. With FHE, the encrypted, personal password is compared against the data set of stolen user data and potential matches are identified without ever revealing the user’s password.

Use cases for this type of privacy-enhancing technology (PET) are numerous. They range from applications in medicine, where third-party service providers can analyze health data without compromising a patient’s privacy, to performing machine learning and AI algorithms on encrypted data, allowing organizations to derive insights from sensitive data sets without exposing the data to potential breaches or privacy violations.

How It Works

Fully homomorphic encryption allows calculations to be performed on encrypted data without having to decrypt it first. Confidentiality is maintained, as even the results are encrypted and can be viewed only with the appropriate decryption key. Further techniques for processing encrypted data are multi-party computation (MPC) and trusted execution environments (TEE).

Mathias Kohler, research manager at SAP Security Research, outlines the differences: “While FHE is the most known of the encryption technologies, MPC is the ideal candidate if working with several parties exchanging encrypted data across company borders. And it can be substantially faster than FHE.” While both are software-based technologies, TEE is hardware-based, which makes it the fastest choice. The downside: TEEs, unlike MPC and FHE, require decrypting the data for processing. While decryption happens in a trusted hardware environment isolated from the operating system, it can allow data leakage via side-channel attacks. Notably, PETs do not need to be considered in isolation and can augment each other. For example, MPC can encrypt and distribute an FHE decryption key, protecting the FHE key and ensuring no single party can decrypt everything.

SAP protects businesses’ applications and data by building, running, and maintaining more-secure operations Learn more Why It’s Relevant

There is a demand for this kind of technology. By 2025, 60% of large organizations will use at least one privacy-enhancing computation technique in analytics, business intelligence, or cloud computing, according to Gartner.

Fully homomorphic encryption has numerous applications, especially in scenarios where privacy and security are paramount, such as secure computation in the cloud, privacy-preserving data analysis, and secure outsourcing of computations. As long as one party is performing the data processing centrally, FHE is the encryption method of choice. FHE enables organizations to share encrypted data with partners or third parties for analysis or monetization purposes while maintaining data confidentiality. This is particularly relevant in industries such as advertising and market research.

Interesting use case scenarios from SAP’s perspective could be secure benchmarking and predictive maintenance.

Secure Benchmarking

Companies often assess their competitiveness relative to industry peers and compare business-relevant KPIs, such as automation rate or return rates, with peers and even competitors. With fully homomorphic encryption, all participating parties can share encrypted KPIs without revealing individual data. As a result, they learn about relevant statistics, such as averages or medians, to assess their relative competitiveness and decide where to improve and invest.

Predictive Maintenance

Predictive maintenance is a machine learning technique to forecast demand for maintenance or spare parts based on historical data. “In certain industries, required data, such as usage patterns and failures, is considered sensitive and is not easily shared with data scientists or maintenance operators,” says Anselme Tueno, senior researcher at SAP Security Research. By computing on encrypted data, however, no sensitive information is revealed while still allowing for the required insights to be gathered for prediction tasks.

Carbon Footprint Calculation with Multi-Party Computation

While it is early days from a product availability perspective, SAP is working on potential use cases with customers and partners. One key example is calculating carbon footprints of products.

Prime examples for complex collaborations are today’s supply chains, intricate networks that encompass various levels of suppliers, manufacturers, and processed goods. Unfortunately, there is often a lack of comprehensive visibility across the entire process – either for technical reasons or because businesses are often reluctant to share sensitive data across supply chains that often include direct competitors.

However, to accurately assess and disclose a product’s carbon footprint, sensitive production details and associated carbon costs for production-relevant parts and materials are required. Here, MPC can reveal only the required carbon footprint without disclosing associated, proprietary manufacturing details with other supply chain participants.

Currently, SAP is working with Bosch on cloud-native software for secure multi-party computation called Carbyne Stack.

“SAP participates in this open-source project and supports the development of Carbyne Stack’s storage and processing services and the deployment of Carbyne Stack on Amazon Web Services (AWS),” Kohler explains. “For Bosch, Carbyne Stack is a type of cloud-native operating system for MPC workloads that manages resources to run as efficiently as possible in multi-cloud deployments.” This effort can help SAP in the long run to integrate MPC as technology into SAP solutions and services while running in a cloud-native environment.

What’s Next?

Despite all the benefits around processing data, encryption introduces significant computational overhead due to the complexity of performing operations on encrypted data. Slow processing speeds, especially for complex operations and large data sets, makes fully homomorphic encryption impractical for real-time applications or large-scale data processing. Although the performance of FHE has greatly improved in recent years, its practical adoption is still limited due to the processing overhead and performance considerations. Ongoing research is focused on the design of FHE-specific hardware accelerators.

“PETs for computing on encrypted data have the power to amplify data-driven business collaborations and reshape the future of cloud computing,” explains Jonas Böhler, senior researcher at SAP Security Research. By safeguarding data, they enable access to previously untapped information while minimizing privacy risks and thwarting data breaches. The future of computing is encrypted.

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Categories: What's New

YouTuber Logan Paul argues CryptoZoo ‘isn’t a scam’ in new documentary

Cointelegraph - Thu, 03/28/2024 - 06:58
Logan Paul said that it was not a scam but a project he was simply “incapable of handling at the time.”
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Cathie Wood’s Bitcoin ETF hits daily inflow record as BTC retests $72K

Cointelegraph - Wed, 03/27/2024 - 23:36
The ARK 21Shares Bitcoin ETF saw a massive $201.8 million in inflows, almost a four-fold increase from its daily average of $43.9 million.
Categories: Videos, Articles

BlackRock CEO ’very bullish’ on Bitcoin as its ETF crosses $17B

Cointelegraph - Wed, 03/27/2024 - 21:08
BlackRock’s CEO Larry Fink says he’s been “pleasantly surprised” at the level of retail demand for his firm’s spot Bitcoin ETF.
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