ThomasThelen/awesome-counter-terrorism

Cataloging resources related to counter terrorism

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AyushmanTyagi/Decentralized-Finance-It-s-use-cases

Decentralized Finance & It's use cases- DeFi (Decentralized Finance) Another open-world approach to the current financial system. Products that allow you to borrow, save, invest, trade, and more. Based on open source technology anyone can plan with. DeFi is an open and global financial system that has been built for years - another way of being a sharp, tightly managed, and cohesive system of decades-old infrastructure and processes. It gives you more control and visibility than your money. It gives you exposure to global markets and other options for your local currency or banking options. DeFi products open financial services to anyone with an internet connection and are highly managed and maintained by their users. To date, tens of billions of dollars worth of crypto have gone through DeFi applications and is growing every day. What is DeFi? DeFi is an integrated name for financial products and services accessible to anyone who can use Ethereum - anyone with an Internet connection. With DeFi, markets remain open and no central authorities can block payments or deny you access to anything. Services that used to be slow and vulnerable to human error are now automated and secure as they are governed by a code that anyone can check and evaluate. There is a thriving crypto-economy out there, where you can borrow, borrow, length / short, earn interest, and more. Crypto-savvy Argentinians have used DeFi to escape inflation. Companies have begun distributing their pay to their employees in real-time. Some people even withdraw and repay loans worth millions of dollars without the need for personal information. DeFi vs Traditional Finance One of the best ways to see the power of DeFi is to understand the problems that exist today. Some people are not given access to setting up a bank account or using financial services. Lack of access to financial services can prevent people from being employed. Financial services can prevent you from paying. Hidden payment for financial services is your data. Governments and private institutions can close markets at will. Trading hours are usually limited to one-hour business hours. Transfers may take days due to personal processes. There is a premium for financial services because mediation institutions require their cutting. DeFi Use Cases DeFi has revolutionized the financial world over the past few years. This new approach to financial planning can transcend asset systems through efficiency and security. It is true that there are certain dangers in DeFi but those are within the concrete limits. Let's take a look at the most effective DeFi usage cases - Asset Management One of DeFi's biggest effects is that users can now enjoy more control over their assets. Many DeFi projects provide solutions that allow users to manage their assets, including - buying, selling, and transferring digital assets. Therefore, users can also earn interest on their digital assets. Contrary to the traditional financial system, DeFi allows users to maintain the privacy of their sensitive information. Think of the secret keys or passwords of your financial accounts - you should have shared that information with the appropriate organizations beforehand. Now, different DeFi projects, such as Metamask, Argent, or Gnosis Safe help users encrypt and store those pieces of information on their devices. This ensures that only users have access to their accounts and can manage their assets. Therefore, asset management is one of the most widely used financial services cases for users. Compliance with AML and CFT Rates through the KYT Mechanism Traditional financial systems focus heavily on Know-Your-Customer (KYC) agreements. KYC Guidelines are its major law enforcement tool for using Anti-Money Laundering (AML) and Countering-the-Financing-of-Terrorism (CFT) standards. However, KYC guidelines often conflict with DeFi's privacy efforts. DeFi responds to this problem with a new concept called the Know-Your-Transaction (KYT) mechanism. This approach suggests that low-level infrastructure will focus on ethical behavior for digital addresses rather than user considerations. Therefore, KYT solves two issues simultaneously - monitoring real-time operations and ensuring user privacy. This makes KYT one of the biggest gaps in low-cost cases. Non-Governmental Organizations or DAOs The DAOs are partners of the central financial institutions of DeFi - making it one of the pillars of low-income finance cases. In the traditional system, central financial institutions play a major role. These organizations operate as administrative institutions that regulate basic financial operations, such as monetization, asset management, administrative utilization, etc. The Ethereum blockchain echerestem has introduced empowered organizations to achieve the same goals. However, DAOs are naturally empowered and do not conform to the limits set by central governments or authorities. Analysis and Risk Tools Transparency and redistribution of world power have opened the way for the discovery and analysis of unprecedented user data. With access to this information, users can make informed business decisions, discover new financial opportunities, and implement better risk management strategies. A new type of data analytics with useful blockchain tools and dashboards has emerged in this industry trend. DeFi projects such as DeFi Pulse or CoDeFi Data bring an impressive amount of analytics and risk management tool. Now, businesses are moving faster as they enjoy unpredictable competitive advantages. This is certainly one of the most widely used financial cases. Receivables and Manufacturing Goods Smart contracts allow for the receipt of token receipts and have become one of the most distinctive scenarios for DeFi use. Making a token further means setting a contract value based on the underlying financial asset or set of assets. This underlying financial asset acts as a security measure, which means it can include - bonds, fiat currencies, commodities, market indicators, interest rates, or stock prices. Now, the issuance of outgoing tokens is a secondary security and their value varies with the number of key securities (bonds or fiat money). Thus, the output actually creates artificial goods. Synthetix and dYdX are some of the leading DeFi projects focused on token acquisitions. Network Infrastructure Effect In a DeFi ecosystem, objects within the system can connect and interact. This design feature is known as integration and serves as a protocol for infrastructure development. As a result, DeFi projects are continuously integrated with the network result. Infrastructure tools for use of DeFi applications are remarkable. Various DeFi projects, such as TruffleSuite or InfuraAPI, are good examples in this case. Enhanced Digital ID Blockchain-based identity system systems are already gaining a lot of attention in recent times. Pairing DeFi programs with these patent systems can help people access the global economic system. The traditional method rewards personal income or assets collected as credit providers. With digital identity paired with DeFi, you may be looking for other practical attributes, such as - financial services or professional ability. This new type of digital ID can help the poor to access DeFi apps from any internet connection. It can certainly be one of the cases of possible use. Insurance Insurance is one of the largest financial institutions and has already been proven to be one of the biggest charges for using DeFi. The current insurance system is crowded with paperwork, old audit plans, and bureaucratic insurance claim processes. With the successful implementation of smart contracts, all these problems with the current system can be solved. Many DeFi projects (Nexus Mutual, Opyn, and VouchForMe) provide blockchain access to insurance against DeFi or contract risk. P2P borrowing and borrowing As DeFi bids farewell to traditional banking systems, a space for the lending and lending market has emerged. Therefore, borrowing and lending is one of the most important aspects of using DeFi. However, the DeFi ecosystem is well suited for peer-to-peer (P2P) borrowing and lending efforts. Many DeFi projects have already entered the market focusing on this particular application case. Among these programs, Compound and PoolTogether are two well-known names. These projects have independent policies for lending and lending. Payment Solutions One of DeFi's top drivers was serving non-bankers or understated banks from the get-go. DeFi's natural features make it ideal for solving the problems of current global payment systems. DeFi provides fast, secure, and transparent solutions compared to asset systems. As DeFi lowers the demand for intermediaries, making payments easier and more transparent, DeFi-based blockchain-based payment solutions can appeal to non-bankers.

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t-majumder/Exploratory_Data_Analysis_About_Terrorism_Using_ML

The EDA on Terrorism using ML project leverages machine learning for analyzing and extracting insights from terrorism datasets. It involves preprocessing, visualization, and applying ML algorithms for classification and clustering. The project uncovers patterns and trends in terrorism, aiding understanding and counter-terrorism efforts.

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Tradewindfinance2/Why-is-International-Trade-Finance-Important-to-SMEs---Tradewindfinance

Small and Mid-sized Enterprises (SMEs) represent about 95% of the global economy. However, these companies tend to have limited access to financial services and risk mitigation strategies that are essential to their growth. International trade finance enables overseas transactions for small, mid-sized, and large companies. SMEs, in particular, require working capital that grants them access to new markets. However, these companies face the most challenges when it comes to obtaining the financing they need. Traditional bank loans often aren't an option and usually don't provide payment protection. As a result, an SME's working capital can be tied up in the shipment of goods for up to six weeks. International trade finance companies offer alternative financing solutions, specifically tailored to meet the needs of SMEs. Find out below why international trade finance is essential for small and mid-sized businesses. BANKS OFTEN DO NOT CATER TO SME NEEDS Most banks won't finance SMEs without adequate security. An SME's line of credit often determines this security. In many cases, this process limits an SME's ability to maintain healthy cash flow and pursue growth objectives. Trade financing offers more flexible solutions that can accelerate cash flow and reduce exposure to trade risks. Funding is based on the credit rating of an exporter's customer, instead of the exporter's financials. In contrast to bank loans, trade finance services don't show up as debt on an exporter's balance sheet. Exporters can typically expect to receive a payment within two days of submitting an invoice. SMEs anticipating growth can benefit from scalable financing options that grow with their businesses. Additionally, longer payment terms leave buyers with more working capital to continue fulfilling orders. TRADE FINANCE REDUCES PAYMENT RISKS Both importers and exporters face higher payment risks with international transactions than with domestic trade. The importer doesn't know if they will receive the goods as expected. Similarly, the exporter doesn't know if they will receive their full payment on time. Following are some factors that can contribute to payment delays and losses. The importer's credit rating and history of payment/non-payment. Exchange rate risks due to currency fluctuations. Political events that impact foreign economies. The inability to meet changing market requirements. Changes in transit costs. International trade finance service providers address these payment risks by supplying a Letter of Credit. This document guarantees payment for goods as soon as all the required shipping documents are complete. A trade financing intermediary will also perform collections on behalf of the SME while monitoring the creditworthiness of their customers. WORKING CAPITAL IS ESSENTIAL FOR SME GROWTH Self-financing can tie up valuable working capital that would be better spent investing in new business prospects. Similarly, bank loans show up as debt on balance sheets and impact a company's bottom line negatively. Trade financing releases these monetary constraints so SMEs can allocate funds to more productive purposes. Trade financing services can streamline workflows, such as collections and bookkeeping. Exporters can also set up and apply for trade finance services faster than it takes to apply for a bank loan. These automated protective services alleviate many international trade concerns of SMEs to free up time and working capital. SMES FACE CHALLENGES WITH INTERNATIONAL REGULATIONS One of the most significant barriers SMEs face with international trade is compliance with global regulations. Sanctions Countering the Financing of Terrorism (CFT) are especially challenging for SMEs. Also, regulatory requirements can differ tremendously from country to country. For banks to remain up-to-date, they have to rely heavily on internal resources, which are costly and time-consuming. As a result, most lenders only offer these services to large companies and established enterprises. Export factoring and supply chain financing are viable alternatives to traditional loan programs. Financial intermediaries that offer these types of financing have regional experts that ensure compliance with local regulations. SMEs will also find out about any suitable services, such as currency exchange control, for specific exports. FINAL THOUGHTS Global trade wouldn't be possible without international trade financing. Payments take time to arrive from foreign importers, and exporters can't afford to have their cash tied up in shipments. About 80% of trade worldwide relies on trade financing. These services solve short-term cash flow challenges, protect against importer insolvency, and ensure compliance with local regulations. An international trade finance company like Tradewind Finance offers export factoring and supply chain finance services to help cater to a business’s working capital needs and risk management when engaging in cross-border transactions. To know more: https://www.tradewindfinance.com/news-resources/why-is-international-trade-finance-important-to-smes

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