prof-freakenstein/SIH2024 huggingface dataset:
Title: Get Fit Faster with a HighTech Tracker Analyze Human Activity and GPS Data for Improved Results. Category: Smart Automation. Subcategory: Software. Organization: MathWorks India Private Limited. Description: Description Background, Detailed Description, and Expected Solution Various fields require Human Action Recognition HAR to function optimally. For instance, the healthcare sector needs HAR to monitor the activities of patients, the elderly, or people with specific needs. By doing so, it can offer prompt services and make decisions in realtime according to the requirements. Similarly, the sports industry also utilizes HAR to track a players performance by monitoring their movements, identifying and comparing the actions performed, and conducting automatic statistical analysis. Consequently, it is essential to implement such workflows quickly and more efficiently based on specific domain requirements. An effective solution is to consider various sensor data from mobile phones, such as accelerometers and GPS, and analyze such shortduration time series data. The analysis may aim at estimating the activity, distance traveled, steps taken, calories burned, and altitude climbed, among others. The solution is expected in the form of AndroidiOS app that is developed using Simulink with the help of AndroidiOS support packages. References links below 1. Counting Steps by Capturing Acceleration Data from Your Mobile Device httpsin.mathworks.comhelpmatlabmobileugcountingstepsbycapturingaccelerationdata.html 2. Acquire GPS Data from Your Mobile Device and Plot Your Location and Speed on a Map httpsin.mathworks.comhelpmatlabmobileugacquiregpsdataandplotyourlocationandspeedonamap.html 3. Human Activity Recognition Simulink Model for Smartphone Deployment httpsin.mathworks.comhelpstatshumanactivityrecognitionsimulinkmodelfordeployment.html 4. High School Students Create Fitness Trackers for MATLAB STEM Challenge httpsblogs.mathworks.comstudentlounge20190605fitnesstrackersstemchallenge 5. Introduction to Machine Learning httpsin.mathworks.comvideosseriesintroductiontomachinelearning.html YouTube LinkVideo Link 3minute video explaining the problem statement Signal Processing and Machine Learning Techniques for Sensor Data Analytics  httpswww.youtube.comwatchvGZ3KUPqA1JM
Title: Speech to text transcription for Indian languages. The problem entails transcription in the native script and then translation to English. The languages of interest are Hindi, Indian English, Urdu, Bengali, Punjabi.. Category: Miscellaneous. Subcategory: Software. Organization: National Technical Research Organisation,NTRO. Description: The problem entails transcription of audio files to the native script of the audio and then translation to English. The languages of interest are as mentioned below. A key element to be considered is that the solution would be required to be tuned for Indian accents. The languages of interest for the problem statement are shown below ÃƒÂÃâÅÃÂ Hindi ÃƒÂÃâÅÃÂ Indian English ÃƒÂÃâÅÃÂ Urdu ÃƒÂÃâÅÃÂ Bengali ÃƒÂÃâÅÃÂ Punjabi Datasets pertaining to theses languages will be provided by us, which will consist of two major chunks of data Training Set and a hidden test set. The participants will have only access to the Training set. They will develop their solutions based on the Training set. After the final solution submission by the participants, the final hackathon rankings will be decided by evaluation on the hidden test set. This is done to ensure that the participants solutions generalize better on newer data. The evaluation metric we want to use for this hackathon will be Word Error Rate WER. The WER will be computed between the actual translated text with the solution generated text. The lower the WER the better the model.
Title: Efficient enumeration of URLs of active hidden servers over anonymous channel TOR. Category: Blockchain  Cybersecurity. Subcategory: Software. Organization: National Technical Research Organisation,NTRO. Description: The Onion Routing TOR is an overlay anonymous network over internet, which not only anonymizes clients accessing the TOR network or internet but also facilitate hosting of servers anonymously. These servers have been reported to be hosting various hidden services involved in malicious activities. The goal of this problem statement is to develop Proof of Concept PoC to enumerate URLs .onion of active hidden servers hosted over TOR. Teams are supposed to examine the cryptographic security controls and survey existing vulnerabilities in underlying security architecture of TOR network to develop PoC for efficient enumeration of URLs of active hidden services hosted over TOR.
Title: Create an intelligent system using AIML to detect phishing domains which imitate look and feel of genuine domains. Category: Blockchain  Cybersecurity. Subcategory: Software. Organization: National Technical Research Organisation,NTRO. Description: Phishing attack is the most prevalent attack technique to compromise users worldwide. Phishing linkswebsites are shared through number of mediums like email, SMS etc. to target users. These domains are at times host user login page that imitates the genuine target websites. Login attempts on such pages can lead to compromise of user credentials and may also download malicious payload in user computers. The objective of the problem is to identify such phishing domains from the newly registered websites based on open source databases Example WHOIS Database. Such databases provide list of newly registered domains. The tool should be automated and harness power of AIML to identify phishing domains from genuine domains. It may use the following techniques a Backend code  content similarity in web pages. b Web page image analysis i.e. analysis between genuine and phishing site web page images more the similarity better is the probability score of being a lookalike phishing site. The evaluation would be based on the toolÃƒÂÃâšÂÃâžÂs ability with regard to the following e Probability scores of phishing domains on how close they are to the genuine domain. f Ability to detect new phishing domains in reasonable time. g Ease of use and flexibility in output formats.
Title: Investigation of vulnerabilities in implementation of crypto library used by OpenVPN for Internet Protocol Security IPsec, IPV6 deployment.. Category: Blockchain  Cybersecurity. Subcategory: Software. Organization: National Technical Research Organisation,NTRO. Description: Internet Protocol Security IPsec is a widely used network layer security control for protecting communications. It is a framework of open standards for ensuring secure communication over IP network. The goal of this problem statement is to identify unknown vulnerabilities in implementation of crypto libraries used by OpenVPN for Internet Protocol Security IPsec, IPV6 deployment. Teams may undertake static dynamic analysis of relevant code to discover any unknown software bug. Emphasis should be on finding unknown vulnerabilities in implementation of cipher suites crypto libraries used by OpenVPN for encryption and authentication in IPsec tunnel. Teams may also investigate and report vulnerable configuration and associated exploitation vector leading to compromise of data confidentiality, which have not been reported so far for IPSEC IPv6 deployment using OpenVPN.
Title: Develop Ransomware Readiness Assessment tool.. Category: Blockchain  Cybersecurity. Subcategory: Software. Organization: National Technical Research Organisation,NTRO. Description: Ransomware is a type of malicious software designed to block access ICT devices by encryption of data until ransom is paid to attacker. It is of paramount importance to increase awareness regarding such attacks and assess readiness of the ICT infrastructure of any organisation to thwart these attacks or atleast recover at the earliest. The developer should design and deploy a methodology to evaluate posture and preparedness of an organization towards stopping  mitigating threat from ransomware attack. The developed tool shall be evaluated based on following a Depth of the tool to assess readiness of organization to hinder  stop mitigate ransomware attack. b Assessment of organization towards detection of early signs of ransomware. c Ease of use and awareness imparted by the tool. d Visualization and reporting of the maturity assessment of the organization.
Title: Develop a AIML tool to detect whether a system  firewall router  network is compromised. The technique should not rely only on IoCs Indicators of Compromises detection.. Category: Blockchain  Cybersecurity. Subcategory: Software. Organization: National Technical Research Organisation,NTRO. Description: Early detection of a compromise of any compute device is critical for security of critical information infrastructure. While most of infections on ICT are detected using IoCs Indicators of Compromises, the objective of this problem is to explore techniques for detection of compromise on devices using AI  ML models when the IoC of the compromise is not known. The developer should employ innovative models for nonIoCs based detection of compromise on devices. The evaluation of the solution will be based on the following a Innovation and ruggedness of the method of detection of compromise. b Utility of the method developed over various types of devices including system  firewall  router  network. c Ease of deployment and method of reporting of detected compromise. d Ability to minimize false alarms of compromise.
Title: Develop and deploy a Large Language Model LLM based tool for generating human like responses to natural language inputs for network not connected over internet. Category: Smart Automation. Subcategory: Software. Organization: National Technical Research Organisation,NTRO. Description: LLMs have been released by various entities  research organizations for academic and commercial use. These models can be used for generating human like responses on text based systems with serverclient model. The objective of the problem is to develop a tool for network not connected to internet with following basic functions a AIML based Text Summarization of given text. b Summarization of Science andamp Technology SandampT related documents. c Summarization of NEWS papers headlines and editorial pages for quick overview of specific topics. d Reformatting and grammar checks with contextual integrity. e Additional capabilities which the developer can incorporate based on features available in open source LLM models. The solutions shall be graded on the capabilities, ease of use, flexibility and scalability of deployment and number of compatible models.
Title: Design, develop and implement a software bill of materials SBOM generation tool that can generate the complete SBOM of customdeveloped software including inhouse developments by organisations. Category: Smart Automation. Subcategory: Software. Organization: National Technical Research Organisation,NTRO. Description: SBOM stands for Software Bill of Material and lists out all the packages  modules used from various repositories to make the final solution. This list is essential for identification of vulnerabilities that may impact the final solution. This is critical for supply chain vulnerability management of solutions deployed within the organisation. Thus the task for developers is to develop a software which automatically lists various libraries, dependencies and modules that have been used for making of a given application and generates underlying SBOM. There would be added focus on creating features which can red flag anomalies with an ability to lay out the context to the user. The evaluation shall be based on automation, granularity and accuracy of the SBOM generated. Example, if the developer can identify the version of the libraries used, it shall be graded higher. Ease of use and user experience are other important metrics of evaluation.
Title: Design of RF UpDownconverter for signals using GNU Radio and SDRs.. Category: Miscellaneous. Subcategory: Hardware. Organization: National Technical Research Organisation,NTRO. Description: Satellite communication happens mainly in high frequency C, Ku band and this needs to be down converted to some Intermediate Frequency say L band which is uniformly accepted. Hence, there is a requirement to Design of RF UpDown converter for from CKu tofrom L band signals using GNU Radio and SDRs. The objective of the problem is to design and implement a tool  mechanism for RF UpDown converter suitable for CKu tofrom L band signals. The developer may use open source signal for design of their tool. Evaluation shall be based on ability of tool to UpDown given signal.
Title: Identification and Extraction of Forward Error Correction FEC schemes of unknown demodulated signals. Category: Miscellaneous. Subcategory: Software. Organization: National Technical Research Organisation,NTRO. Description: FEC is an error correction mechanism with certain trade off in Communication. This is a very critical parameter in order to extract output from a demodulated data. Identification and extraction of Forward Error Correction schemes of unknown satellite signals using MATLABPython is desired for further processing. The objective of the problem is to develop a tool  mechanism for detection  extraction of Forward Error Correction FEC schemes of unknown demodulated signals. The developer may use open source signal for design of their tool. Evaluation shall be based on correct detect  extraction of FEC for given signal.
Title: Developing a GUI based hardening script for Ubuntu operating system with flexibility to cater for organisational security policies. Category: Miscellaneous. Subcategory: Software. Organization: National Technical Research Organisation,NTRO. Description: Hardening of an operating system involves implementation of security measure to make the system compliant with the security policies of the organization. The procedure for hardening should be intuitive to allow ease of use by personnel with minimal IT skills. The goal of this problem statement is to generate a script which is undertakes hardening of Ubuntu OS using an GUI based approach. During the hardening process, the user should have the flexibility to make settings based on the organisations IT security policy provision like blocking ssh, usb, ToR etc. The grading of tool will be based on hardening functions implemented, attention to user experience and flexibility to take user settings. Developer should remember that security is of utmost importance.
Title: Deanonymisation for monitoring and tracking of illegal activities performed using cryptocurrency transaction technology. Category: Blockchain  Cybersecurity. Subcategory: Software. Organization: National Technical Research Organisation,NTRO. Description: Whatever the darkest corner of diabolical human mind can conceive, DarkWeb can deliver with anonymity and impunity. Dark web markets and forums are filled with illicit activities such as counterfeit currency, fake documents, contraband drugs, ransomware attacks etc. In India, Darkweb crimes have proliferated in recent times especially in the arena of Cyber terrorism, drug trafficking, counterfeit documents, currency and sale of classified Government documents. Governments have also recently raised concern over digital currency and use of DarkWeb for drug trafficking. It is important that appropriate tools and techniques may be developed to monitor and track antinational activities carried out behind the shield of anonymity by using dark web and cryptocurrency technology.
Title: Students to use Autodesk Fusion 360 to research and develop a design on Smart Glass Cleaning Robot, which can climb, clean, and carry liquid cleaners. For additional information and detailed problem statement, please visit httpsdamassets.autodesk.netcontentdamautodeskwwwpdfssih2023softwareedition.pdf. Category: Robotics and Drones. Subcategory: Software. Organization: Autodesk. Description: Research and develop a design on Smart Glass Cleaning Robot, which can climb, clean, and carry liquid cleaners. For additional information and detailed problem statement, please visit httpsdamassets.autodesk.netcontentdamautodeskwwwpdfssih2023softwareedition.pdf
Title: Students to use Autodesk Fusion 360 to research and to generate NC code with machine details  tool library for any industrial component. For additional information and detailed problem statement, please visit httpsdamassets.autodesk.netcontentdamautodeskwwwpdfssih2023hardwareeditioncnc.pdf. Category: Smart Automation. Subcategory: Hardware. Organization: Autodesk. Description: Students are supposed to use Fusion 360 Software to generate NC code with machine details  tool library for any industrial component. Students should possess technical skills in areas such as CADCAM software, Gcode programming, toolpath optimization, and machining fundamentals. Additionally, their project ideas should demonstrate a viable solution to a realworld problem, ensuring feasibility and practicality in implementation.. For additional information and detailed problem statement, please visit httpsdamassets.autodesk.netcontentdamautodeskwwwpdfssih2023hardwareeditioncnc.pdf
Title: Students to use Autodesk Fusion 360 to research and redesign a conventional automotive component commonly found in vehicles and utilize generative design to reimagine its design. For additional information and detailed problem statement, please visit httpsdamassets.autodesk.netcontentdamautodeskwwwpdfssih2023hardwareeditionadditivemanufacturing.pdf. Category: Smart Vehicles. Subcategory: Hardware. Organization: Autodesk. Description: Research and redesign a conventional automotive component commonly found in vehicles and utilize Fusion 360 software to reimagine its design. Students can use Fusion 360 Features such as generative design, Topology Optimization, Additive Build etc. The redesigned component should showcase innovation, enhanced functionality, and improved efficiency, all while being optimized for 3D printing. For additional information and detailed problem statement, please visit httpsdamassets.autodesk.netcontentdamautodeskwwwpdfssih2023hardwareeditionadditivemanufacturing.pdf
Title: An application under which all rescue agencies are registered and which can display the location of other rescue relief agencies during natural man made calamities. Category: Disaster Management. Subcategory: Software. Organization: Ministry of Home Affairs. Description: To build such an application. there is need to create a central database where all rescue agencies can register their information, including their location, contact details, and areas of expertise. This information could be entered manually by agency administrators, or automated using GPS or other location tracking technologies. Once the database is populated, the application would need to be designed to display this information in an easytouse interface It could include a map that shows the locations of all registered rescue agencies, along with filters that allow users to narrow down the results based on specific criteria, such as the type of disaster, the resources available, or the time since the last reported activity. In addition to displaying the locations of rescue agencies, the application could also include features for communication and collaboration. For example, agencies could send alerts or requests for assistance to each other directly through the application, or collaborate on shared resources such as medical equipment or transportation. Security and privacy would be major considerations in building such an application. It would be important to ensure that only authorized users have access to the database, and that sensitive information such as personal contact details is protected. Overall, building an application that allows rescue agencies to coordinate their efforts and provide aid more effectively could be a valuable tool for responding to natural or manmade disasters.
Title: Robotics Device for Borewell Rescue Operation. Category: Disaster Management. Subcategory: Hardware. Organization: Ministry of Home Affairs. Description: A robotics device for borewell rescue operation for NDRF can be a valuable tool to assist in the rescue of individuals who are trapped in a borewell. These devices can be equipped with cameras, sensors, and other tools that can be used to locate and extract individuals who are stuck in a borewell. In recent years, there have been several incidents in India where children and adults have fallen into open borewells, resulting in tragic outcomes. The rescue of individuals who are trapped in borewells is a complex and challenging operation that requires specialized equipment and expertise. NDRF is often called upon to assist in these rescue operations. A robotics device for borewell rescue operation can significantly enhance NDRFs capabilities in these situations. The device can be equipped with cameras and sensors that can provide realtime data on the location and condition of the individual trapped in the borewell. It can also be equipped with specialized tools that can be used to extract the individual safely The robotics device can be remotely controlled, which means that it can be operated from a safe distance. This feature can be particularly useful in situations where the borewell is unstable, and there is a risk of further collapse. The device can also be designed to be lightweight and compact. making it easy to transport to the rescue site. The deployment of such robotics device for borewell rescue operations can be a significant step in enhancing NDRFs capabilities in these complex and challenging situations. It can help to save lives and minimize damage during these emergencies.
Title: Virtual RealityBased Training for CBRN Disaster Response. Category: Disaster Management. Subcategory: Software. Organization: Ministry of Home Affairs. Description: A virtual realitybased training for CBRN Chemical, Biological, Radiological, and Nuclear disaster response for NDRF is a training program that may uses virtual reality technology to simulate various CBRN emergency scenarios. It may designed to train NDRF personnel to respond effectively to such emergencies, as currently there is no system available to train them in this regard. Virtual realitybased training immerses trainees in realistic scenarios that simulate the effects of CBRN emergencies. The technology allows trainees to experience the situations as if they were real without exposing them to actual risks. Through the use of specialized software and equipment, trainees can interact with virtual objects, practice rescue techniques. and learn to handle hazardous materials and situations. This type of training can be particularly useful for NDRF rescuers who may face hazardous and highrisk situations during CBRN emergencies. It can help them to gain the necessary skills. knowledge, and confidence to manage such emergencies effectively, which can ultimately save lives and minimize damage. Overall, the development of a virtual realitybased training program for CBRN disaster response for NDRF may be a necessary step to improve the training and preparedness of NDRF personnel for CBRN emergencies.