▲ 6 r/FederatedLearning+2 crossposts

Why don't people speak of the vulnerable side of Federated Learning here

Y'all see that it protects the privacy of the client but does it actually? Attackers can try to hack the model and reverse engineering might be possible to rebuild the data. Not just that, attackers even manipulate the model by either poisoning the data or the model. Some use multiple accounts to shape the model their own way.

Their are many ways the models can be hurt to avoid convergence, so how do they actually protect their models? I would love to discuss it with people who have read about this.

Thank you

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u/CandidateDue5890 — 1 day ago
▲ 3 r/algotrading+1 crossposts

Algotrading for resume

Im an undergrad and wanted to build a good resume. I also have some interest in the stock and I did learn some basic technical analysis (support and resistance). Now that I want to build a resume I was planning to build an algotrading algorithm but didnt know how to start so im here asking the experienced for their advice.

I would really grateful even if anyone answered atleast 1 of the question.

  1. Are the algotrading algorithms based on Machine learning (please elaborate if yes) or just pure mathematical python code

  2. I dont have much time to backtest and get 99% profit, so if someone could just suggest some basic strategy or maybe how to get strategy, that would help.

  3. Any good paper or yt video of how to begin with it, just for reference.

  4. Any advice you would like to give.

Thank you for reading the post

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u/CandidateDue5890 — 23 days ago

PGINVIT VS INDIGRID

basically my dad wanted to invest some money for dividend. I personally dont have much knowledge of it. so I would like the opinion of the experienced. PGINVIT is mostly flat, recently got up but has a better dividend yield. INDIGRID has better move in stock price but is currently at all time high and has relatively lower dividend yield. can anyone suggest please. Thank you for reading

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u/CandidateDue5890 — 1 month ago

Water Leakage due to upstairs neighbour

so basically my upstairs neighbour have their washing machine kept in a small storage room type area, due to which water leaks from ceiling in my house. Whose fault is this here? Ours or neighbour's?

We talked to them but they denied saying it’s not their fault which is completely bullshit. We did complaint to the society committee and they are not taking necessary actions, now I really don't know who's at fault here. No other house has such issue. I would like to know the law before reaching them out again. Thank You

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u/CandidateDue5890 — 3 months ago

How do you know if a stock is undervalued?

Like i have read many comments discussing whether a stock is overvalued or undervalued. But my question is HOW DO YOU ACTUALLY KNOW IT? Is it just some mathematics with price, PE, pnl… or intuition or logical typa thing.

Ik I could’ve used LLMs or articles for it but i would like advice of experienced investors in Indian market.

Thank you

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u/CandidateDue5890 — 3 months ago

i have been monitoring the market for a while, mostly doing technical analysis, but I know nothing about Fundamental Analysis, just a term or two im familiar with. tho I read many posts on reddit, where they say Indian Market doesn't move on fundamentals anymore but news and technicals. so I wanted to know is if it's true that the market doesn't care about companies fundamentals or is it worth learning to read companies fundamentals and results. Thank you

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u/CandidateDue5890 — 4 months ago

Im 20y old and started shaving recently, dropped trimmer. as a fair skinned guy my chin and moustache area get dark, like greenish after shaving. what shall i do to reverse it and prevent it? would it harm? also how frequently shall i shave? everytime I shave I get one or two small cuts, is it normal?

Thank you for reading

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u/CandidateDue5890 — 4 months ago