S 3DCE: Secure Storing and Sharing of Data in Cloud Environment using user Phrase
| Main Authors: | Jeevitha B K, Neetha P U, Pushpa C N, Thriveni J, Venugopal K R |
|---|---|
| Other Authors: | Blue Eyes Intelligence Engineering & Sciences Publication(BEIESP) |
| Format: | Article Journal |
| Bahasa: | eng |
| Terbitan: |
, 2020
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| Subjects: | |
| Online Access: |
https://zenodo.org/record/5558410 |
Daftar Isi:
- Quantity of data produced per day is around 2.5 quintillion bytes. Right now, no one has the time to pursue each and everything. With the growth of technology and digital media, people are becoming very lazy; they are looking for everything more smartly. If they want to read any article or newspaper, they cannot go through every line that has been given. To overcome this problem, an automatic text summarizer using Machine Learning (ML) and Natural Language Processing (NLP) with the python programming language has been introduced. This automatic text summarizer will generate a concise and meaningful summary of the text from resources like textbooks, articles, messages by using a text ranking algorithm. The input text that is given will be split into sentences; these sentences are again converted into vectors. These vectors are represented as a similarity matrix and based on these similarities; matrices sentence rankings will be given. The higher ranked sentences will be the final summary of the given input text. Keywords: NumPy, Pandas, Machine Learning (ML), Natural Language Processing (NLP), Text Ranking Algorithm.aDistributed Cloud Environment (DCE) focuses mainly on securing the data and safely shares it to the user. Data leakage may occur by the channel compromising or with the key managers. It is necessary to safeguard the communication channel between the entities before sharing the data. In this process of sharing, what if the key managers compromises with intruders and reveal the information of the user’s key that is used for encryption. The process of securing the key by using the user’s phrase is the key concept used in the proposed system “Secure Storing and Sharing of Data in Cloud Environment using User Phrase (S3DCE). It does not rely on any key managers to generate the key instead; the user himself generates the key. In order to provide double security, the public key derived from the user’s phrase also encrypts the encryption key. S3DCE guarantees privacy, confidentiality and integrity of the user data while storing and sharing. The proposed method S3DCE is more efficient in terms of time, cost and resource utilization compared to the existing algorithm DaSCE (Data Security for Cloud Environment with Semi Trusted Third Party) [22] and DACESM (Data Security for Cloud Environment with Scheduled Key Managers) [23].