Application Software Trends
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This document discusses trends in application software, including increased use of artificial intelligence, blockchain technology, and the proliferation of 5G networks. It describes how AI is being applied through technologies like Google Search, image recognition, digital assistants, self-driving cars, and more. It outlines key concepts of blockchain technology like blocks, nodes, and miners. It also explains how 5G networks will offer faster speeds through use of different spectrum bands like low, mid, and high bands.
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Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
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Application Software Trends
- 1. TOPIC: APPLICATION SOFTWARE TRENDS IS-ICT-223 INFORMATION AND COMMUNICATION TECHNOLOGY MIDTERM DISCUSSED BY: ERIKA MAE GONZALES MARK ANGELO GIANAN DUSTINE EARL DUGOS GROUP #4
- 2. APPLICATION SOFTWARE Includes programming languages and fourth generation language.
- 3. APPLICATION SOFTWARE TRENDS Applied Artificial Intelligence (AI) The ability of a digital computer or computer controlled robot. Wide ranging branch of computer science concerned with building smart machines. An interdisciplinary science with multiple approaches but advancements in machine learning.
- 4. EXAMPLE OF ARTIFICIAL INTELLIGENCE AI Google Search Image Recognition Software Siri and Alexa Self Driving Cars
- 5. BLOCKCHAIN TECHNOLOGY Is most simply defined as a decentralized distributed ledger that records the provenance of a digital asset. Distributed ledger technology (DLT). Is an especially promising and revolutionary technology. Blockchain consists of three important concepts: Blocks Nodes Miners
- 6. BLOCKS -Every chain consists of multiple blocks and each block has three basic elements. Data Nonce Hash
- 7. NODES Decentralization. Can be any kind of electronic device that maintains copies of the block chain and keeps the network functioning.
- 8. MINERS -Create new blocks and the chain through a process called mining.
- 9. 5G PROLIFERATION fifth generation mobile broadband. Faster download and upload speeds. How does 5G work? 5G operates on three different spectrum bands.
- 10. Low band spectrum 16hz spectrum Data speed 100 mbps Mid band spectrum Faster speeds Lower latency Data speed 1Gbps High band spectrum 5G Data speed 10Gbps Low latency
- 11. MOBILE PHONES WITH 5G NETWORK SUPPORTED
- 12. MOBILE PHONES WITH 5G NETWORK SUPPORTED
- 13. MOBILE PHONES WITH 5G NETWORK SUPPORTED
- 14. End