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Many apps used in schools compromise student data. Here’s one way schools and districts can develop a comprehensive plan to keep that information safe.
Many school districts have seen an explosion in the number of apps and websites that teachers use with students in classrooms. Although digital tools can enhance learning, the expansion in technology has resulted in an increased number of cyber attacks and privacy breaches. Districts have the power and responsibility to promote student safety by ensuring the protection of student data privacy.
According to the Student Privacy Primer from the Student Privacy Compass, “Student data privacy refers to the responsible, ethical, and equitable collection, use, sharing, and protection of student data.” This data includes personally identifiable information such as a student’s name, date of birth, Social Security number, and email address.
Although there are certainly edtech companies that perform due diligence when it comes to protecting data, others do not use best practices. A recent report from the nonprofit Internet Safety Labs found that 96 percent of apps used regularly in K–12 schools have data-sharing practices that “are not adequately safe for children.”
Many of those apps shared children’s personal information with third-party marketers, often without the knowledge or consent of schools. There have also been some recent instances of edtech company data breaches that have shown those companies are not taking the safety precautions they claim to be taking, such as encrypting student information. It is imperative that districts take steps to protect student information.
6 steps to build a culture of student data privacy
1. Identify a point person. As districts begin to think about student privacy, the first step is to identify someone who can become the primary contact on student data privacy questions and decisions. This might be someone at the district office level (such as a director of technology or tech coach), or it might be someone at the school level (such as an assistant principal or instructional coach). This person can also provide teachers with guidance and best practices.
2. Develop a communication strategy. It is essential to create a plan that effectively communicates the district’s data privacy policies and procedures to all stakeholders (for instance, educators, parents, and students). Clearly communicating the plan at each step of the process will help build the relationships necessary to create an environment in which student data privacy is prioritized. If you need help getting started, check out the Student Privacy Communications Toolkit from the Student Privacy Compass.
3. Identify websites and apps being used in the district. Start with the apps that your district is paying for or encouraging teachers to use. Reach out to curriculum specialists, coaches, and anyone else that regularly provides professional development to teachers. I recommend starting with a small batch (10–20) of the most commonly used apps as you first start to develop procedures. Later, as you fine-tune your approval process, you might decide to utilize outside services to identify additional apps that are being used in the classroom.
For example, our district uses GoGuardian, which operates as an extension on student Chromebooks and monitors their browsing activity. The GoGuardian Director Overview dashboard shows us which apps, extensions, and websites are being used the most by our students. Another tool you can use is the LearnPlatform Inventory Dashboard. This is a browser extension pushed out to district devices that populates a dashboard showing all the edtech tools that teachers and students in your district are using.
4. Develop an understanding of pertinent laws and regulations. To effectively address student data privacy, the technology point person will need to be familiar with related legal requirements. One important federal law is the Family Educational Rights and Privacy Act (FERPA), which requires schools to protect the privacy of student education records.
Another federal law that applies here is the Children’s Online Privacy Protection Act (COPPA). COPPA requires operators of commercial websites and online services to obtain consent from parents before collecting personal information from children under the age of 13. While this rule applies to companies, not schools, it is still important to understand because schools can give consent on a parent’s behalf.
Depending on your state, you might also need to do some research about state laws that govern data privacy; plenty of resources exist to help you get started with FERPA, COPPA, and additional state laws.
5. Vet apps for compliance with laws and data privacy. Each app should go through a standardized vetting procedure. I would strongly recommend putting a team together to perform this vetting so that you get diverse perspectives and input from a variety of stakeholders.
Reviewing the TOS and Privacy Policies can feel overwhelming, especially when you are first getting started. Fortunately, the U.S. Department of Education released guidance to help with this evaluation process.
Another helpful (and free) resource is the Common Sense Privacy Program. Common Sense evaluates the privacy policies of individual apps and scores them in 10 different areas, including Data Collection, Data Sharing, and Data Security.
6. Create a list of approved apps to share with teachers. An important part of creating a culture of student data privacy is getting teachers on board, as they are the people making daily decisions about which apps to use with their students. One way you can help them make safe choices is to create a list of approved apps that have been vetted by a person (or group of people) trained to read through Privacy Policies and Terms of Service notices. With so many apps out there to choose from, teachers often have a choice between two that do similar things. A list can help them choose the app that does a better job of protecting data while still allowing them to use technology to enhance learning for students.
For teachers who would like to learn more about student data privacy, provide some resources. Here are two free training courses:
Creating a culture of student data privacy is challenging, but it is worth the effort to protect our students. Remember that you don’t have to do everything all at once. Take that first step and be a privacy leader!
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After years of accelerated digital transformation and fast data migration to the cloud, sensitive data is everywhere and more accessible than ever. While this is fantastic news for analytics programs in data-driven enterprises, it also increases risk. As businesses utilize and exchange more sensitive data, the risk of breaches and leaks increases. In 2023 alone, internet titans such as Apple, Meta, Twitter, and Samsung all disclosed security breaches involving sensitive customer information, and these concerns are only becoming worse. The worldwide privacy landscape is ever-changing. That puts businesses and privacy specialists in the difficult position of ensuring that their present systems and processes can stay up. This article discusses significant privacy trends to watch for in 2023, as well as suggestions for improving your privacy practices and preparing for the future.
1. DATA LOCALISATION: Data localization legislation is becoming the norm around the world. They are a collection of rules for storing and processing data in the same country where it was acquired. According to research, by 2024, 75% of the world’s population will have privacy laws protecting personal data. While there are no data localization requirements in the UK, there are strict controls governing international data transfers. But, if your organization does worldwide transactions, you may be required to follow different data privacy rules in other nations. This is already evident in China’s Personal Information Protection Law (PIPL), which mandates enterprises collecting data on Chinese residents to store that data in China.
2. Artificial intelligence (AI) legislation is becoming more prevalent. The EU Artificial Intelligence Act will be introduced soon. This rule will divide AI applications into three risk categories and will apply to connected product producers. The three categories are as follows:
Unacceptable risk – This includes software utilized by the government, such as social scoring applications. These applications will be prohibited.
High risk – This category includes products such as CV assessment software. They will be extensively scrutinized.
Low risk – These are all other apps that aren’t directly addressed by the AI Act.
3. CROSS BORDER PRIVACY: While moving data from one nation to another, businesses must respect cross-border privacy guidelines. This means that international data transfers to third countries are only permitted in the UK and the EU under specified restrictions and safeguards. Binding Corporate Regulations (BCR) apply to multinational corporations and their internal data transfers, and Standard Contractual Clauses (SCC) are contract clauses that have been pre-approved by the European Commission. According to the SCCs, EU enterprises must complete Transfer Impact Assessments (TIAs) to ensure that the data importer in the third country to which they are transferring data has adequate data privacy safeguards in place.
4. Businesses are likely to utilize less third-party cookies. Customers want more privacy (including clarity, choice, and authority over how their data is used), and the online ecosystem must adapt to satisfy this growing demand. Third-party cookies are being phased out as a result of this trend. Instead, by the end of 2023, businesses may be forced to rely on first-party data (information gathered directly from customers) for marketing purposes.
Overview of Data Mining Applications
Data mining is how the patterns in large data sets are seen and discovered using intersecting techniques such as statistics, machine learning, and ones like databases systems. It involves extracting data from a group of raw and unidentified data sets to provide meaningful results through mining.
The extracted data is then used further by transforming it and ensuring that arranged to provide the best service possible per business requirements and needs. In this article, we will read about the various applications associated with data mining.
Start Your Free Data Science CourseList of Data Mining Applications
Here is the list of various Data Mining Applications, which given below –1. Financial firms, banks, and their analysis
Many data mining techniques involve critical banking and financial data providing and keeping firms whose data is essential. One such method is distributed data mining, researched, modeled, crafted, and developed to help track suspicious activities or mischievous or fraudulent transactions related to credit cards, net banking, or any other banking service.
The analysis becomes quite simple after sampling and identifying a collection of customer data. Furthermore, tracking suspicious activities becomes a comparatively more straightforward process by keeping a tab of the parameters such as the period of transactions, geographical locations, mode of payments, customer activity history, etc. Based on these parameters, the customer’s relative measure seems derived, put to any form of usage based on the indices calculated.2. Health care domain and insurance domain
The data mining-related applications can efficiently track and monitor a patient’s health condition and help in efficient diagnosis based on past sickness records. Similarly, the ability to convert data into knowledge or provide various details about customers, markets, and prospective competitors is vital to the development of the insurance industry. As a result, all companies that used data mining techniques effectively reaped benefits. It is used over the claims and their analysis, i.e., identifying the medical procedures claimed together. It allows for the forecasting of new policies, the detection of risky customer behavior patterns, and the detection of fraudulent behavior.3. Application in the domain of transportation 4. Applications of data mining in the field of medicine
In medical analysis, a patient’s case is examined by tracking their clinic visits and vacation season. It also helps in the identification of patterns that have successful medical therapies for various kinds of illnesses. Researchers are collecting multi-dimensional data to provide extensive and improved care while reducing costs and enhancing the quality of services. Other approaches, such as soft computing, statistics, data visualization, and machine learning, efficiently gauge and predict patients’ data volume within a single category. The processes are to ensure that the patients receive appropriate attention whenever needed. It also helps healthcare and medicine-based insurers detect fake and fraudulent cases.5. Education 6. Manufacturing Engineering Conclusion
We have studied a basic overview and a layout of various data mining applications in different domains. This limitless technique has the potential to extend beyond specific sectors and benefit every aspect of a business.
It is only about the correct techniques and some analysis to make your usual regular business different from competitors. Efficient data management is crucial for organizational growth, particularly in today’s society, where data plays a critical role.Frequently Asked Questions(FAQs)
Q1. What are the most common applications of data mining?
Answer: Banks used data mining to understand market risks. Because of the increased number of channels, banks collect a massive amount of data (mobile banking, retail banking, ATM, internet banking, etc.). Relevant data is from the enormous amount of data available to assist banks in making better decisions. Besides that, data mining can help with customer segmentation and profitability, cash management, forecasting operations, optimizing stock portfolios, credit scores, and approval.
Q2. What does data mining give some applications?
The most important applications of data mining
Financial Analysis: Financial and user data serve in loan markets for a wide range of purposes, such as predicting loan payments and determining credit ratings, and data mining techniques help to make such tasks more manageable.
Retail Industry: Modern retail companies are designing and building data warehouses to reap the benefits of data mining fully. Multi-dimensional data analysis aids in dealing with data from various types of customers, products, regions, and time zones. Online retailers can also recommend products to increase sales revenue and track the success of their promotional campaigns.
Spatial Data Mining: Data mining using Geographic Information Systems (GIS) and other navigation applications to secure vital information and understand its implications.
Q3.What are the four main data mining techniques?
Answer: Clustering: Clustering is the identification of similar classes of objects. We can discover overall distribution patterns and correlations among data attributes by using clustering techniques to identify dense and sparse regions in object space.
Association: The association aims to find frequent item set findings in large data sets. This type of discovery assists businesses in making decisions such as catalog design, cross-marketing, and customer purchasing behavior analysis.
Classification: The most common data mining technique is classification, in which a set of pre-classified examples develops a model that classifies the entire population of records. This type of analysis is particularly well suited to fraud detection and credit risk applications.
Neural network: A neural network is a collection of connected input/output units, each with its weight. Neural networks have the remarkable ability to extract meaning from complex or imprecise data, and they use to extract patterns and detect trends that are too complex for humans or other computer techniques to notice.Recommended Articles
We hope that this EDUCBA information on “Data Mining Applications” was beneficial to you. You can view EDUCBA’s recommended articles for more information.
In the digital age, QR codes are ubiquitous. Everywhere you look, from billboards to business cards, it seems as if there is an endless stream of these black-and-white patterns that promise to deliver additional information with just the scan of a single smartphone camera. But how do these QR codes impact our data privacy? What happens when we use them without considering the implications?
As more of us embrace this technology, it’s important to understand how QR codes can affect our personal data and whether they offer a secure solution for exchanging sensitive information. In this blog post, we’ll explore how QR codes can affect your data privacy so that you can make informed decisions about their use.
What Is a QR Code and How Does It Work?
A Quick Response (QR) code is a two-dimensional barcode containing up to 4,296 alphanumeric characters. When scanned by a smartphone or tablet camera, the information stored in the code is decoded, and the user can access its content. This technology has been around since 1994, but only recently has it become an increasingly popular way of quickly sharing information. According to the QR code study, the percentage of QR code scans has increased by 26 percent in the last two years, showing how more people are embracing this technology.
QR codes work by encoding information within a pattern. When the code is scanned, the user can access its contents without having to manually type in a URL or search for it online. This makes it an incredibly convenient and efficient way of sharing data with others but also raises some important privacy concerns.
What Data Can Be Stored in a QR Code?
QR codes can store a variety of data, from text to website links, videos, and images. Any information encoded digitally can be stored in a QR code, allowing for the quick and easy exchange of sensitive data between users.
However, this convenience comes with risks. Unlike other data transmission methods, such as email or SMS, it can be difficult to tell where the data is being sent and who can access it. This lack of transparency makes it hard to verify that your information is secure and protected from unauthorized access.
It’s also important to note that most QR codes are static – meaning they don’t update automatically when the content changes – so if you’re using QR codes to share sensitive information like passwords, it’s important to double-check that the code contains the latest version.
How Do QR Codes Impact Our Data Privacy?
QR codes can impact data privacy by exposing our personal information to security threats. When using these codes to transfer information, it’s important to consider the potential risks and understand how to protect your data. By knowing the potential risks, you can safely scan the QR code without any doubts.
1. Potential for Data Collection and Tracking
2. Potential for Data Breaches
QR codes can potentially be vulnerable to data breaches as there is no way for users to know who has access to the information stored in them. Additionally, if a QR code isn’t updated regularly with new or updated information, it could give hackers access to old or out-of-date data that could be used maliciously.
3. Potential for Malware Attacks
Hackers can also use QR codes to spread malicious code or malware. For example, they can create a QR code that links to a website that contains malware, and when the code is scanned, the malware is downloaded onto the user’s device. This type of attack can be difficult to detect as malicious QR codes often look just like regular ones.
4. Potential for Phishing Attacks
QR codes can be used to deceive users into sharing sensitive information with malicious actors. In a phishing attack, hackers create fake QR codes that link to sites that look like legitimate ones but are actually run by attackers.
When users scan these codes, they may unknowingly disclose personal information, such as passwords or banking details, to attackers. This attack is particularly hazardous because users are usually unaware that they are revealing sensitive information to malicious individuals.
How to Protect Your Data from QR Code Risks
As mentioned above, QR codes can be risky when it comes to data privacy. To ensure your data remains secure, you should take the following steps.
1. Only Scan Verified QR Codes
Whenever you scan a QR code, make sure it is from a trusted source. Do not scan any codes that are suspicious or appear to have been altered in any way. Additionally, check the website or app before scanning to make sure it is legitimate and secure.
2. Enable Two-Factor Authentication
It’s essential to prioritize the safety of your data, and implementing two-factor authentication is an efficient method to achieve this. Once activated, you’ll have to provide an additional code or password before accessing any data related to a QR code. This extra security measure can help prevent harmful activities like phishing attacks.
3. Use HTTPS Encryption
Whenever possible, use HTTPS encryption when scanning QR codes. This type of encryption helps protect data being sent through the code, making it difficult for third parties to intercept and access your information.
4. Use Genuine QR Code Scanner Apps
It’s vital to keep your device updated with the latest security patches to lower the risk of malware attacks and other security threats. Apart from that, it’s also recommended to have antivirus software installed to safeguard against potential malicious codes hidden in QR codes.
Are QR codes safe?
QR codes can be safe if you take precautions to reduce the risks associated with them. This includes verifying that the code links to a reputable website, enabling two-factor authentication, and using HTTPS encryption when scanning the code. Additionally, make sure to never scan suspicious or altered codes and use genuine QR code scanner apps from trusted companies.
How QR code can be misused?
QR codes have the potential to be misused in a number of ways. This includes malicious actors creating fake QR codes that link to sites that look like legitimate ones but are actually run by attackers. Additionally, hackers may use QR codes to install malware or spyware on users’ devices.
Overall, QR codes provide a convenient way to quickly transfer data, but they also carry potential risks. To protect your privacy, it’s essential to know the potential risks associated with using QR codes and take steps to minimize them.
This includes being vigilant when scanning QR codes and verifying that the code is linking to a legitimate website. Doing so can help ensure that your data remains safe and secure.
Discord TTS Not Working? How to Fix it in 6 Steps Learn how to fix your Discord app for good
TTS not working in Discord can be due to disabled TTS settings or alternative non-Stereo speaker configurations.
Re-enabling certain Discord settings might fix the Text-To-Speech bot in Discord for some users.
Updating certain software to the latest versions might also help the issue for some users.
Some users might need to change their speaker setup settings to fix Discord TTS not working.
If this is happening, you won’t be able to hear TTS audio for messages. This is extremely annoying, especially when this app is the most used for chatting worldwide.
Fortunately, you don’t have to worry. We compiled some methods to easily solve this issue once and for all.
Because it’s important to be aware of the potential causes why the tts is not working on Discord, we suggest checking the following information.Why is TTS not working?
Before anything else, you should keep in mind that TTS follows the default system settings of how Discord is being used.
Internet browsers such as Chrome or Firefox have a different Text-to-Speech reading bot than Windows do. Depending on what platform you’re using, you’ll be hearing different TTS voices!
In case TTS not working, it could be the result of a simple communication or software glitch. Keep in mind that you can fix it in a few seconds.
In addition, remember that you might experience disabled settings or alternative non-Stereo speaker configurations.
Outdated operating systems or sound drivers may explain why the Discord TTS is not working on your PC.
To discover the most efficient fixing solutions, we recommend checking the entire content below.How can I fix Text-To-Speech not working on Discord? 1. Enable Text-to-Speech for all channels
How to keep Discord running without problems?
Discord is now the only free messaging tool that keeps you connected to all your gaming communication channels. To be safe from getting connection, server or simply login errors, you could use Opera GX, the only gaming browser with Discord integration and optimization.
Opera GX keeps you logged in, so you won’t have any authentication issues. Moreover, if you do, you may always change access servers by using Opera’s free built-in VPN feature. Last, but not least, you can choose how many resources shall each tab consume so you could have all PC’s power focused on your main activities like gaming, trading, editing, etc.
Get the best Discord experience on Opera GX starting now!
Free Get Opera GX2. Change your speaker setup to stereo
If Discord won’t update using this method, you should check other efficient solutions.
To make sure that all the traces of the software are removed, we recommend that you try using a specialized software removal app.
⇒ Get IObit Uninstaller
To fix any more general audio issues that might be impacting Discord’s Text-to-Speech feature, consider updating sound device drivers. Driver updater software will highlight outdated drivers and enable you to quickly update them, we recommend Outbyte Driver Updater as the best option currently available.
In case this process takes too long and you’re wondering why are Windows updates so slow, make sure you check our dedicated guide, which explains it in detail.6. Reset the Text-to-Speech setting
2. Navigate to User Settings (marked as a gear, in the left bottom of the window).
3. From the left window pane, go to Accessibility.
4. Then, scroll to the Allow playback and usage of /tts command and toggle it off.
5. Save the changes, exit and restart Discord.
6. Now, follow the same steps, but toggle the button on.
If you want to fix TTS not working on Discord, you should try resetting the Allow playback and usage of the text-to-speech command setting by turning it off and back on again.Does TTS work on the Discord mobile app?
Text-to-Speech is not available for the Discord mobile app. So, you can’t select any Text-to-Speech options within the Android app. This feature is, however, available in the Discord web app along with the desktop software.
So, that’s how you can fix Discord’s Text-to-Speech feature when it doesn’t work as expected.
As you might be expected, this is not the only Discord attribute that may run into trouble. Users also claimed that Discord Push to Talk is not working in-game. If you’re in the same boat, make sure you check our dedicated fix guide.
Note that Discord also has a help team you can submit support tickets to if further potential resolutions are still required.
In case you didn’t manage to get rid of this annoying issue, you can also send a support ticket to Discord’s Submit a request page.
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USB drives are super-convenient for transporting your files and documents between computers. Unfortunately, their small size means they are easily lost. If you carry sensitive information on your USB drive, the prospect of a lost USB can keep you up at night. Fortunately, there are secure USB drives on the market you can use to protect your data.Why Do I Need a Secure USB Drive?
Almost everyone has the needs to transfer files from one computer to another at some point. Thankfully, a USB drive can make this process quick and easy, not to mention that they are inexpensive and barely take up any space. That being said, USB drives are not very secure. All someone needs to do is plug your USB into any computer, and your files are laid bare for them to access. This is where secure USB drives are useful. They have built-in security features to prevent unauthorized access to the sensitive information you store on your USB.
One method used to keep your files secure is through encryption. Encryption scrambles the data, making it unreadable to prying eyes. Modern secure USB drives almost always employ 256-bit Advanced Encryption Standard (AES) data encryption. Another method takes the form of physical locks that must be bypassed in order to even use the drive. This often comes in the form of a keypad or even a biometric scanner built in to the USB drive itself.1. Aegis Secure Key 3.0
The Aegis Secure Key 3.0 claims that it is “built tough from the inside out,” and they are not kidding. The Aegis Secure Key boasts an IP68 rating, meaning it can take a beating from the elements. On the data encryption side of things, the Secure Key relies on 100 percent hardware-based 256-bit AES and a built-in keypad for PIN authentication.
Using the Aegis Secure Key requires users to unlock the drive with a 7- to 16-digit PIN before connecting the USB drive to their computer. Failure to enter the PIN will lock the device, rendering it unreadable. Furthermore, because the PIN is entered on the keypad of the USB drive itself and not via the keyboard of the computer, there is no chance your PIN number can be retrieved through keylogging software that may be installed on your computer.
Additionally, the Aegis Secure Key USB drive also protects your data against brute force attempts to access the drive. If a PIN number is incorrectly entered a predetermined number of times, a protocol called Crypto-Erase is enacted. In this case, the device will delete its own encryption key, thereby destroying the ability to decrypt the data.2. Kingston IronKey D300
The Kingston IronKey D300 is so secure that NATO has awarded it “restricted level certification.” This means that NATO is comfortable with its staff using the IronKey D300 to transport sensitive information. In addition, the IronKey is FIPS 140-2 certified with hardware-based 256-bit AES encryption, making it US government-approved. The USB itself is made with a zinc alloy, making it rugged enough to be submersible in water up to four feet and to withstand temperatures of -20 degrees Celsius (-4 F).
The IronKey D300 also comes with a virtual keyboard. This means that when you plug in the USB, a keyboard appears onscreen. To unlock the USB and access the data, you must enter the PIN with your mouse via the virtual keyboard. This ensures that any potential keylogging software on the PC won’t be able to record the passcode for the USB drive. All encryption and decryption of the data is done on the drive itself. This means there is no trace of the USB or its contents left on the PC itself. Finally, the IronKey reformats itself after 10 consecutive failed attempts at unlocking the device.3. Datalocker DL3
Need more storage space? The DL3 from Datalocker is an external hard drive that boasts state-of-the-art security measures. First, the drive utilizes 256-bit AES hardware encryption. In addition, the DL3 has an integrated backlit keypad used to input a unique alphanumeric PIN to unlock the device. In an effort to make the device even more secure, the keypad randomly rotates the keys. This prevents anyone from determining the PIN based on fingerprints or pattern recognition. For additional piece of mind, the DL3 has a self-destruct feature that wipes all data from the drive if too many unsuccessful PIN combinations are entered.
The DL3 is a plug-and-play device, meaning there is no software or drivers needed. All device and admin management is done through the built-in keypad screen. Therefore, users don’t have to worry about any potential security concerns with the host PC.
The Datalocker DL3 can also be locked as “Read-only” by an administrator. This means that users can access the data on the drive but cannot change or delete any of the files. The Datalocker DL3 is available in a variety of storage capacities, starting at 500GB and into the multiple terabytes.4. Verbatim Store’n’Go Secure
Furthermore, the Verbatim Store’n’Go makes use of USB-C to ensure fast performance. Most importantly, the Store’n’Go Secure is very affordable when compared to other secure storage devices. At the time of this writing, the 1TB model is available for about $120, significantly cheaper than others with similar features.
To further protect your files, you may want to do a full-disk encryption in Windows 10. If you are always sending sensitive text to your friends, you may also want to consider using PGP encryption.
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